{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Predict Missing Members Data from Shakespeare and Company Project\n",
    "\n",
    "This notebook explores and predicts missing data related to members. It contains the code for figures 4, 5, and 6 in our paper."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "J0fqvVhOWAtc"
   },
   "source": [
    "## Setup Libraries and Load S&Co Data\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "import altair as alt\n",
    "alt.data_transformers.disable_max_rows()\n",
    "\n",
    "import sys\n",
    "sys.path.append('..')\n",
    "\n",
    "from utils import missing_data_processing\n",
    "from utils.forecasting_missing_data import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "The 6 large gaps in the logbooks\n",
      "\tJanuary 01 1928 to February 29 1928 (59 days)\n",
      "\tJanuary 03 1930 to June 01 1930 (149 days)\n",
      "\tAugust 01 1930 to December 31 1930 (152 days)\n",
      "\tFebruary 17 1931 to September 25 1932 (586 days)\n",
      "\tJanuary 01 1937 to February 16 1938 (411 days)\n",
      "\tMay 06 1938 to October 20 1938 (167 days)\n",
      "\n",
      "The 5 small gaps in the logbooks\n",
      "\tOctober 30 1927 to November 01 1927 (2 days)\n",
      "\tFebruary 07 1934 to February 08 1934 (1 days)\n",
      "\tJanuary 01 1935 to January 11 1935 (10 days)\n",
      "\tDecember 29 1935 to January 01 1936 (3 days)\n",
      "\tAugust 29 1939 to September 12 1939 (14 days)\n"
     ]
    }
   ],
   "source": [
    "data = missing_data_processing.get_preprocessed_data(\"events\")\n",
    "events_df = data[\"events\"]\n",
    "\n",
    "logbook_events_df = missing_data_processing.get_logbook_events(events_df)\n",
    "\n",
    "membership_events = missing_data_processing.get_membership_events(events_df)\n",
    "logbook_gaps_df, logbooks_weekly_count, logbook_gaps, logbook_events_nogaps = missing_data_processing.identify_logbook_gaps(logbook_events_df)\n",
    "member_events, newmember_yearly_count, members_first_dates = missing_data_processing.get_member_events(events_df)\n",
    "members_first_events = member_events.groupby(\"member_id\").first().reset_index()\n",
    "newmember_subscriptions_by_year, newmember_subscriptions_by_week = missing_data_processing.get_newmember_subscriptions(member_events, logbook_gaps)\n",
    "subscription_first_events = member_events[member_events.source_type.str.contains('Logbook') & member_events.event_type.isin(['Subscription', 'Renewal'])].groupby(\"member_id\").first().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>logbook_date</th>\n",
       "      <th>total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1919-11-23</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1919-11-30</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1919-12-07</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1919-12-14</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1919-12-21</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1186</th>\n",
       "      <td>1942-08-16</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1187</th>\n",
       "      <td>1942-08-23</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1188</th>\n",
       "      <td>1942-08-30</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1189</th>\n",
       "      <td>1942-09-06</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1190</th>\n",
       "      <td>1942-09-13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1191 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     logbook_date  total\n",
       "0      1919-11-23     12\n",
       "1      1919-11-30     12\n",
       "2      1919-12-07     12\n",
       "3      1919-12-14      6\n",
       "4      1919-12-21      4\n",
       "...           ...    ...\n",
       "1186   1942-08-16      0\n",
       "1187   1942-08-23      0\n",
       "1188   1942-08-30      0\n",
       "1189   1942-09-06      0\n",
       "1190   1942-09-13      1\n",
       "\n",
       "[1191 rows x 2 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "logbooks_weekly_count"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "NYeKEEsmbZgs"
   },
   "source": [
    "## Missing member events\n",
    "\n",
    "In our first notebook, we explored predicting missing membership activities, but we can also predict missing member data. We will use the same approach as before, but this time we will predict the number of members who had subscriptions."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "lqw-LgEnXAYm"
   },
   "source": [
    "### Generate logbook / membership events by week\n",
    "\n",
    "We will first generate our previous chart that shows the number of membership activities in logbooks along with gaps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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\"1938-09-25T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1938-10-02T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1938-10-09T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1938-10-16T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1938-10-23T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1938-10-30T00:00:00\", \"total\": 21}, {\"logbook_date\": \"1938-11-06T00:00:00\", \"total\": 20}, {\"logbook_date\": \"1938-11-13T00:00:00\", \"total\": 16}, {\"logbook_date\": \"1938-11-20T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1938-11-27T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1938-12-04T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1938-12-11T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1938-12-18T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1938-12-25T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1939-01-01T00:00:00\", \"total\": 10}, {\"logbook_date\": \"1939-01-08T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1939-01-15T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1939-01-22T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1939-01-29T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1939-02-05T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1939-02-12T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1939-02-19T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1939-02-26T00:00:00\", \"total\": 17}, {\"logbook_date\": \"1939-03-05T00:00:00\", \"total\": 17}, {\"logbook_date\": \"1939-03-12T00:00:00\", \"total\": 24}, {\"logbook_date\": \"1939-03-19T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1939-03-26T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1939-04-02T00:00:00\", \"total\": 19}, {\"logbook_date\": \"1939-04-09T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1939-04-16T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1939-04-23T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1939-04-30T00:00:00\", \"total\": 17}, {\"logbook_date\": \"1939-05-07T00:00:00\", \"total\": 16}, {\"logbook_date\": \"1939-05-14T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1939-05-21T00:00:00\", \"total\": 1}, {\"logbook_date\": \"1939-05-28T00:00:00\", \"total\": 8}, {\"logbook_date\": \"1939-06-04T00:00:00\", \"total\": 24}, {\"logbook_date\": \"1939-06-11T00:00:00\", \"total\": 8}, {\"logbook_date\": \"1939-06-18T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1939-06-25T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1939-07-02T00:00:00\", \"total\": 10}, {\"logbook_date\": \"1939-07-09T00:00:00\", \"total\": 26}, {\"logbook_date\": \"1939-07-16T00:00:00\", \"total\": 17}, {\"logbook_date\": \"1939-07-23T00:00:00\", \"total\": 4}, {\"logbook_date\": \"1939-07-30T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1939-08-06T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1939-08-13T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1939-08-20T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1939-08-27T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1939-09-03T00:00:00\", \"total\": 1}, {\"logbook_date\": 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{\"logbook_date\": \"1940-01-07T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1940-01-14T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-01-21T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1940-01-28T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1940-02-04T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1940-02-11T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1940-02-18T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1940-02-25T00:00:00\", \"total\": 10}, {\"logbook_date\": \"1940-03-03T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1940-03-10T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1940-03-17T00:00:00\", \"total\": 15}, {\"logbook_date\": \"1940-03-24T00:00:00\", \"total\": 4}, {\"logbook_date\": \"1940-03-31T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1940-04-07T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1940-04-14T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1940-04-21T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-04-28T00:00:00\", 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\"1940-08-25T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-09-01T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-09-08T00:00:00\", \"total\": 4}, {\"logbook_date\": \"1940-09-15T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1940-09-22T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1940-09-29T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-10-06T00:00:00\", \"total\": 8}, {\"logbook_date\": \"1940-10-13T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1940-10-20T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1940-10-27T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1940-11-03T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1940-11-10T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1940-11-17T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1940-11-24T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1940-12-01T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1940-12-08T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1940-12-15T00:00:00\", \"total\": 10}, {\"logbook_date\": \"1940-12-22T00:00:00\", \"total\": 15}, {\"logbook_date\": \"1940-12-29T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1941-01-05T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1941-01-12T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1941-01-19T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1941-01-26T00:00:00\", \"total\": 8}, {\"logbook_date\": \"1941-02-02T00:00:00\", \"total\": 16}, {\"logbook_date\": \"1941-02-09T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1941-02-16T00:00:00\", \"total\": 14}, {\"logbook_date\": \"1941-02-23T00:00:00\", \"total\": 16}, {\"logbook_date\": \"1941-03-02T00:00:00\", \"total\": 14}, {\"logbook_date\": \"1941-03-09T00:00:00\", \"total\": 18}, {\"logbook_date\": \"1941-03-16T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1941-03-23T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1941-03-30T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1941-04-06T00:00:00\", \"total\": 18}, {\"logbook_date\": \"1941-04-13T00:00:00\", \"total\": 11}, {\"logbook_date\": \"1941-04-20T00:00:00\", \"total\": 12}, {\"logbook_date\": \"1941-04-27T00:00:00\", \"total\": 13}, {\"logbook_date\": \"1941-05-04T00:00:00\", \"total\": 9}, {\"logbook_date\": \"1941-05-11T00:00:00\", \"total\": 10}, {\"logbook_date\": \"1941-05-18T00:00:00\", \"total\": 14}, {\"logbook_date\": \"1941-05-25T00:00:00\", \"total\": 8}, {\"logbook_date\": \"1941-06-01T00:00:00\", \"total\": 23}, {\"logbook_date\": \"1941-06-08T00:00:00\", \"total\": 17}, {\"logbook_date\": \"1941-06-15T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1941-06-22T00:00:00\", \"total\": 14}, {\"logbook_date\": \"1941-06-29T00:00:00\", \"total\": 6}, {\"logbook_date\": \"1941-07-06T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1941-07-13T00:00:00\", \"total\": 16}, {\"logbook_date\": \"1941-07-20T00:00:00\", \"total\": 7}, {\"logbook_date\": \"1941-07-27T00:00:00\", \"total\": 5}, {\"logbook_date\": \"1941-08-03T00:00:00\", \"total\": 24}, {\"logbook_date\": 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\"total\": 6}, {\"logbook_date\": \"1942-04-05T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-04-12T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-04-19T00:00:00\", \"total\": 1}, {\"logbook_date\": \"1942-04-26T00:00:00\", \"total\": 1}, {\"logbook_date\": \"1942-05-03T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-05-10T00:00:00\", \"total\": 3}, {\"logbook_date\": \"1942-05-17T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-05-24T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-05-31T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-06-07T00:00:00\", \"total\": 1}, {\"logbook_date\": \"1942-06-14T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-06-21T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-06-28T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-07-05T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-07-12T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-07-19T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-07-26T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-08-02T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-08-09T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-08-16T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-08-23T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-08-30T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-09-06T00:00:00\", \"total\": 0}, {\"logbook_date\": \"1942-09-13T00:00:00\", \"total\": 1}], \"data-30371cfa23aa7bc56d54d410ca012ac3\": [{\"start\": \"1928-01-01T00:00:00\", \"end\": \"1928-02-29T00:00:00\", \"days\": 59, \"gap_label\": \"1928-01-01 to 1928-02-29 (59 days)\"}, {\"start\": \"1930-01-03T00:00:00\", \"end\": \"1930-06-01T00:00:00\", \"days\": 149, \"gap_label\": \"1930-01-03 to 1930-06-01 (149 days)\"}, {\"start\": \"1930-08-01T00:00:00\", \"end\": \"1930-12-31T00:00:00\", \"days\": 152, \"gap_label\": \"1930-08-01 to 1930-12-31 (152 days)\"}, {\"start\": \"1931-02-17T00:00:00\", \"end\": \"1932-09-25T00:00:00\", \"days\": 586, \"gap_label\": \"1931-02-17 to 1932-09-25 (586 days)\"}, {\"start\": \"1937-01-01T00:00:00\", \"end\": \"1938-02-16T00:00:00\", \"days\": 411, \"gap_label\": \"1937-01-01 to 1938-02-16 (411 days)\"}, {\"start\": \"1938-05-06T00:00:00\", \"end\": \"1938-10-20T00:00:00\", \"days\": 167, \"gap_label\": \"1938-05-06 to 1938-10-20 (167 days)\"}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "base = alt.Chart(logbooks_weekly_count).encode(\n",
    "    alt.X('logbook_date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "line = base.mark_line().encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='total events per week'))\n",
    ")\n",
    "# draw rectangles to highlight logbook gaps\n",
    "logbook_gaps_span = alt.Chart(logbook_gaps_df).encode(\n",
    "     alt.X('start')\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ").mark_rect(\n",
    "    opacity=0.2, color=\"gray\"\n",
    ").encode(\n",
    "    x='start',\n",
    "    x2='end',\n",
    "    y=alt.value(0),  # 0 pixels from bottom\n",
    "    y2=alt.value(275)  # 300 pixels from top\n",
    ")\n",
    "\n",
    "\n",
    "line + logbook_gaps_span"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualize member data\n",
    "\n",
    "To visualize this pattern, we will plot the number of new members by year based on their unique member id."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 361
    },
    "id": "8_EbARcUcCbl",
    "outputId": "7b0a6aff-f4db-44d1-978e-14ec95a03629"
   },
   "outputs": [
    {
     "data": {
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       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"layer\": [{\"data\": {\"name\": \"data-2644c62bca2d27105b6c525531fdd83c\"}, \"mark\": \"line\", \"encoding\": {\"x\": {\"axis\": {\"title\": \"date\"}, \"field\": \"date\", \"type\": \"temporal\"}, \"y\": {\"axis\": {\"title\": \"new members by year\"}, \"field\": \"total\", \"type\": \"quantitative\"}}, \"height\": 275, \"title\": \"new members by year\", \"width\": 1200}, {\"data\": {\"name\": \"data-30371cfa23aa7bc56d54d410ca012ac3\"}, \"mark\": {\"type\": \"rect\", \"color\": \"gray\", \"opacity\": 0.2}, \"encoding\": {\"x\": {\"field\": \"start\", \"type\": \"temporal\"}, \"x2\": {\"field\": \"end\"}, \"y\": {\"value\": 0}, \"y2\": {\"value\": 275}}, \"height\": 275, \"width\": 1200}], \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\", \"datasets\": {\"data-2644c62bca2d27105b6c525531fdd83c\": [{\"date\": \"1919-12-31T00:00:00\", \"total\": 40}, {\"date\": \"1920-12-31T00:00:00\", \"total\": 187}, {\"date\": \"1921-12-31T00:00:00\", \"total\": 265}, {\"date\": \"1922-12-31T00:00:00\", \"total\": 332}, {\"date\": \"1923-12-31T00:00:00\", \"total\": 286}, {\"date\": \"1924-12-31T00:00:00\", \"total\": 339}, {\"date\": \"1925-12-31T00:00:00\", \"total\": 411}, {\"date\": \"1926-12-31T00:00:00\", \"total\": 449}, {\"date\": \"1927-12-31T00:00:00\", \"total\": 335}, {\"date\": \"1928-12-31T00:00:00\", \"total\": 306}, {\"date\": \"1929-12-31T00:00:00\", \"total\": 316}, {\"date\": \"1930-12-31T00:00:00\", \"total\": 85}, {\"date\": \"1931-12-31T00:00:00\", \"total\": 98}, {\"date\": \"1932-12-31T00:00:00\", \"total\": 149}, {\"date\": \"1933-12-31T00:00:00\", \"total\": 243}, {\"date\": \"1934-12-31T00:00:00\", \"total\": 134}, {\"date\": \"1935-12-31T00:00:00\", \"total\": 201}, {\"date\": \"1936-12-31T00:00:00\", \"total\": 200}, {\"date\": \"1937-12-31T00:00:00\", \"total\": 110}, {\"date\": \"1938-12-31T00:00:00\", \"total\": 135}, {\"date\": \"1939-12-31T00:00:00\", \"total\": 172}, {\"date\": \"1940-12-31T00:00:00\", \"total\": 128}, {\"date\": \"1941-12-31T00:00:00\", \"total\": 164}], \"data-30371cfa23aa7bc56d54d410ca012ac3\": [{\"start\": \"1928-01-01T00:00:00\", \"end\": \"1928-02-29T00:00:00\", \"days\": 59, \"gap_label\": \"1928-01-01 to 1928-02-29 (59 days)\"}, {\"start\": \"1930-01-03T00:00:00\", \"end\": \"1930-06-01T00:00:00\", \"days\": 149, \"gap_label\": \"1930-01-03 to 1930-06-01 (149 days)\"}, {\"start\": \"1930-08-01T00:00:00\", \"end\": \"1930-12-31T00:00:00\", \"days\": 152, \"gap_label\": \"1930-08-01 to 1930-12-31 (152 days)\"}, {\"start\": \"1931-02-17T00:00:00\", \"end\": \"1932-09-25T00:00:00\", \"days\": 586, \"gap_label\": \"1931-02-17 to 1932-09-25 (586 days)\"}, {\"start\": \"1937-01-01T00:00:00\", \"end\": \"1938-02-16T00:00:00\", \"days\": 411, \"gap_label\": \"1937-01-01 to 1938-02-16 (411 days)\"}, {\"start\": \"1938-05-06T00:00:00\", \"end\": \"1938-10-20T00:00:00\", \"days\": 167, \"gap_label\": \"1938-05-06 to 1938-10-20 (167 days)\"}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# This chart shows the number of new members by year, along with the logbook gaps\n",
    "newmember_base = alt.Chart(newmember_yearly_count, title='new members by year').encode(\n",
    "    alt.X('date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "newmember_line = newmember_base.mark_line().encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='new members by year'))\n",
    ")\n",
    "newmember_line + logbook_gaps_span"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "BvWYOqXPfHqT",
    "outputId": "da20977f-ec80-4f2d-cbe9-085ab6b4f89c"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of rows in members_first_events: 5085\n",
      "Number of unique members in members_first_events: 5085\n",
      "These numbers should be the same. If they are not, there are duplicates in the data.\n"
     ]
    }
   ],
   "source": [
    "# Confirm the number of rows in the df == the number of unique members included\n",
    "\n",
    "print(f\"Number of rows in members_first_events: {len(members_first_events)}\")\n",
    "print(f\"Number of unique members in members_first_events: {len(members_first_events.member_id.unique())}\")\n",
    "print(f\"These numbers should be the same. If they are not, there are duplicates in the data.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "-JSF9HI3fhS4",
    "outputId": "83a84055-3acf-452d-c191-22a87a17e83e"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "event_type\n",
       "Subscription        4189\n",
       "Renewal              550\n",
       "Reimbursement        208\n",
       "Borrow                91\n",
       "Purchase              18\n",
       "Separate Payment      12\n",
       "Supplement            10\n",
       "Gift                   3\n",
       "Crossed out            1\n",
       "Request                0\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# What is the breakdown of event types for first events?\n",
    "members_first_events.event_type.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "FiIY5_m8fjAf",
    "outputId": "39f29afc-8078-4a67-e18f-732106ca4d9f"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "source_type\n",
       "Logbook                                      2744\n",
       "Logbook;Address Book                         1375\n",
       "Address Book                                  445\n",
       "Logbook;Lending Library Card                  242\n",
       "Lending Library Card                          220\n",
       "Lending Library Card;Address Book              22\n",
       "Logbook;Lending Library Card;Address Book      19\n",
       "Lending Library Card;Logbook                   15\n",
       "Lending Library Card;Lending Library Card       2\n",
       "Lending Library Card;Logbook;Address Book       1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# What about source of first events\n",
    "members_first_events.source_type.value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "6g5qiZdPfxcw"
   },
   "source": [
    "### Explore new members added from logbooks only\n",
    "\n",
    "So far, we have looked at all members, but we can also look at new members added from logbooks only. This will help us understand the number of new members added each year as a proxy of the number of members who had subscriptions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 424
    },
    "id": "v2TdH1c7flRM",
    "outputId": "bd3f0254-9452-45ae-e152-ed2748446915"
   },
   "outputs": [],
   "source": [
    "# Get first events for each member from logbooks only\n",
    "# Go back to member events, limit to logbook events, then group and get first event\n",
    "logbook_first_events = member_events[member_events.source_type.str.contains('Logbook')].groupby(\"member_id\").first().reset_index()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8Ew3h_Lyf0yh",
    "outputId": "66293d5f-e4cc-41ee-8969-b819eeeea644"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of rows in logbook_first_events: 4597\n",
      "Number of unique members in logbook_first_events: 4597\n",
      "These numbers should be the same. If they are not, there are duplicates in the data.\n"
     ]
    }
   ],
   "source": [
    "# Confirm one row per member\n",
    "print(f\"Number of rows in logbook_first_events: {len(logbook_first_events)}\")\n",
    "print(f\"Number of unique members in logbook_first_events: {len(logbook_first_events.member_id.unique())}\")\n",
    "print(f\"These numbers should be the same. If they are not, there are duplicates in the data.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "ZTwF4I80f3FT",
    "outputId": "a1d65a32-1a63-4c12-8370-3ea890e4829f"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "source_type\n",
       "Logbook                                              2828\n",
       "Logbook;Address Book                                 1412\n",
       "Logbook;Lending Library Card                          309\n",
       "Logbook;Lending Library Card;Address Book              25\n",
       "Lending Library Card;Logbook                           20\n",
       "Logbook;Lending Library Card;Lending Library Card       1\n",
       "Logbook;Address Book;Lending Library Card               1\n",
       "Lending Library Card;Logbook;Address Book               1\n",
       "Name: count, dtype: int64"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Check source type breakdown\n",
    "logbook_first_events.source_type.value_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##### Aggregate new members by year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 771
    },
    "id": "u6a8b7M7f5BA",
    "outputId": "cd5f4023-7d11-4f7e-96b4-bc340cfb4f1c"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>total</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1919-12-31</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1920-12-31</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1921-12-31</td>\n",
       "      <td>278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1922-12-31</td>\n",
       "      <td>322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1923-12-31</td>\n",
       "      <td>280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1924-12-31</td>\n",
       "      <td>325</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1925-12-31</td>\n",
       "      <td>404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1926-12-31</td>\n",
       "      <td>436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1927-12-31</td>\n",
       "      <td>296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1928-12-31</td>\n",
       "      <td>289</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1929-12-31</td>\n",
       "      <td>283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1930-12-31</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1931-12-31</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1932-12-31</td>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1933-12-31</td>\n",
       "      <td>240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1934-12-31</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1935-12-31</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1936-12-31</td>\n",
       "      <td>183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1937-12-31</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1938-12-31</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1939-12-31</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1940-12-31</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1941-12-31</td>\n",
       "      <td>154</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         date  total\n",
       "0  1919-12-31     53\n",
       "1  1920-12-31    193\n",
       "2  1921-12-31    278\n",
       "3  1922-12-31    322\n",
       "4  1923-12-31    280\n",
       "5  1924-12-31    325\n",
       "6  1925-12-31    404\n",
       "7  1926-12-31    436\n",
       "8  1927-12-31    296\n",
       "9  1928-12-31    289\n",
       "10 1929-12-31    283\n",
       "11 1930-12-31     33\n",
       "12 1931-12-31     22\n",
       "13 1932-12-31     78\n",
       "14 1933-12-31    240\n",
       "15 1934-12-31    105\n",
       "16 1935-12-31    212\n",
       "17 1936-12-31    183\n",
       "18 1937-12-31      1\n",
       "19 1938-12-31    112\n",
       "20 1939-12-31    173\n",
       "21 1940-12-31    125\n",
       "22 1941-12-31    154"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We aim to get the yearly count of new members based solely on logbook-sourced events.\n",
    "\n",
    "# We start by grouping the 'logbook_first_events' DataFrame by year. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'Y' for yearly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new members for each year.\n",
    "logbook_newmembers_by_year = logbook_first_events.groupby([pd.Grouper(key='date', freq='Y')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new members for each year.\n",
    "logbook_newmembers_by_year.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "logbook_newmembers_by_year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 361
    },
    "id": "NjzLJp8NgeP6",
    "outputId": "e4750200-c559-4392-c503-f8b57e53de1c"
   },
   "outputs": [
    {
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       "      outputDiv = document.getElementById(\"altair-viz-25aab670ae2a4a459e19a447e90f4182\");\n",
       "    }\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
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       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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       "      maybeLoadScript(\"vega\", \"5\")\n",
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       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We aim to create a line chart that shows the number of new members by year.\n",
    "\n",
    "# We start by creating a base chart from the 'logbook_newmembers_by_year' DataFrame. \n",
    "# The 'date' column is mapped to the x-axis.\n",
    "# We also set the width and height of the chart.\n",
    "logbook_newmember_base = alt.Chart(logbook_newmembers_by_year, title='new members by year').encode(\n",
    "    alt.X('date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "# We then create a line chart by marking the base chart with lines.\n",
    "# The 'total' column is mapped to the y-axis. The line color is set to purple.\n",
    "logbook_newmember_line = logbook_newmember_base.mark_line(color=\"purple\").encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='new members by year'))\n",
    ")\n",
    "\n",
    "# Finally, we overlay the new line chart on top of the existing 'newmember_line' chart.\n",
    "newmember_line + logbook_newmember_line"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "TXXFQFq717xN"
   },
   "source": [
    "##### Aggregate by month instead of year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 358
    },
    "id": "krX3pVoG3qZ-",
    "outputId": "8fd1a885-6392-453c-ec40-e25f9269315b"
   },
   "outputs": [
    {
     "data": {
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\"1936-04-30T00:00:00\", \"total\": 15}, {\"date\": \"1936-05-31T00:00:00\", \"total\": 11}, {\"date\": \"1936-06-30T00:00:00\", \"total\": 7}, {\"date\": \"1936-07-31T00:00:00\", \"total\": 17}, {\"date\": \"1936-08-31T00:00:00\", \"total\": 8}, {\"date\": \"1936-09-30T00:00:00\", \"total\": 6}, {\"date\": \"1936-10-31T00:00:00\", \"total\": 15}, {\"date\": \"1936-11-30T00:00:00\", \"total\": 31}, {\"date\": \"1936-12-31T00:00:00\", \"total\": 15}, {\"date\": \"1937-01-31T00:00:00\", \"total\": 0}, {\"date\": \"1937-02-28T00:00:00\", \"total\": 0}, {\"date\": \"1937-03-31T00:00:00\", \"total\": 0}, {\"date\": \"1937-04-30T00:00:00\", \"total\": 0}, {\"date\": \"1937-05-31T00:00:00\", \"total\": 1}, {\"date\": \"1937-06-30T00:00:00\", \"total\": 0}, {\"date\": \"1937-07-31T00:00:00\", \"total\": 0}, {\"date\": \"1937-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1937-09-30T00:00:00\", \"total\": 0}, {\"date\": \"1937-10-31T00:00:00\", \"total\": 0}, {\"date\": \"1937-11-30T00:00:00\", \"total\": 0}, {\"date\": \"1937-12-31T00:00:00\", \"total\": 0}, {\"date\": \"1938-01-31T00:00:00\", \"total\": 0}, {\"date\": \"1938-02-28T00:00:00\", \"total\": 5}, {\"date\": \"1938-03-31T00:00:00\", \"total\": 18}, {\"date\": \"1938-04-30T00:00:00\", \"total\": 13}, {\"date\": \"1938-05-31T00:00:00\", \"total\": 1}, {\"date\": \"1938-06-30T00:00:00\", \"total\": 0}, {\"date\": \"1938-07-31T00:00:00\", \"total\": 0}, {\"date\": \"1938-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1938-09-30T00:00:00\", \"total\": 1}, {\"date\": \"1938-10-31T00:00:00\", \"total\": 22}, {\"date\": \"1938-11-30T00:00:00\", \"total\": 40}, {\"date\": \"1938-12-31T00:00:00\", \"total\": 12}, {\"date\": \"1939-01-31T00:00:00\", \"total\": 24}, {\"date\": \"1939-02-28T00:00:00\", \"total\": 24}, {\"date\": \"1939-03-31T00:00:00\", \"total\": 24}, {\"date\": \"1939-04-30T00:00:00\", \"total\": 14}, {\"date\": \"1939-05-31T00:00:00\", \"total\": 13}, {\"date\": \"1939-06-30T00:00:00\", \"total\": 20}, {\"date\": \"1939-07-31T00:00:00\", \"total\": 19}, {\"date\": \"1939-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1939-09-30T00:00:00\", \"total\": 1}, {\"date\": \"1939-10-31T00:00:00\", \"total\": 16}, {\"date\": \"1939-11-30T00:00:00\", \"total\": 8}, {\"date\": \"1939-12-31T00:00:00\", \"total\": 10}, {\"date\": \"1940-01-31T00:00:00\", \"total\": 10}, {\"date\": \"1940-02-29T00:00:00\", \"total\": 15}, {\"date\": \"1940-03-31T00:00:00\", \"total\": 11}, {\"date\": \"1940-04-30T00:00:00\", \"total\": 8}, {\"date\": \"1940-05-31T00:00:00\", \"total\": 4}, {\"date\": \"1940-06-30T00:00:00\", \"total\": 4}, {\"date\": \"1940-07-31T00:00:00\", \"total\": 4}, {\"date\": \"1940-08-31T00:00:00\", \"total\": 9}, {\"date\": \"1940-09-30T00:00:00\", \"total\": 9}, {\"date\": \"1940-10-31T00:00:00\", \"total\": 18}, {\"date\": \"1940-11-30T00:00:00\", \"total\": 16}, {\"date\": \"1940-12-31T00:00:00\", \"total\": 17}, {\"date\": \"1941-01-31T00:00:00\", \"total\": 16}, {\"date\": \"1941-02-28T00:00:00\", \"total\": 18}, {\"date\": \"1941-03-31T00:00:00\", \"total\": 12}, {\"date\": \"1941-04-30T00:00:00\", \"total\": 15}, {\"date\": \"1941-05-31T00:00:00\", \"total\": 12}, {\"date\": \"1941-06-30T00:00:00\", \"total\": 6}, {\"date\": \"1941-07-31T00:00:00\", \"total\": 4}, {\"date\": \"1941-08-31T00:00:00\", \"total\": 1}, {\"date\": \"1941-09-30T00:00:00\", \"total\": 17}, {\"date\": \"1941-10-31T00:00:00\", \"total\": 26}, {\"date\": \"1941-11-30T00:00:00\", \"total\": 21}, {\"date\": \"1941-12-31T00:00:00\", \"total\": 6}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get new member monthly count for logbook-sourced events only \n",
    "logbook_newmembers_by_month = logbook_first_events.groupby([pd.Grouper(key='date', freq='M')])['member_id'].count().reset_index()\n",
    "logbook_newmembers_by_month.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "logbook_newmember_monthly_base = alt.Chart(logbook_newmembers_by_month, title='New members by month from logbooks only').encode(\n",
    "    alt.X('date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "logbook_newmember_monthly_line = logbook_newmember_monthly_base.mark_line(color=\"purple\", opacity=0.5).encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='New members by month'))\n",
    ")\n",
    "\n",
    "logbook_newmember_monthly_line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 356
    },
    "id": "j70zNu_E4TvG",
    "outputId": "1617a4ad-f8db-451c-9863-e4a35428193e"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "<div id=\"altair-viz-c56cb2e8e429425eb8fcd0c76387d4f3\"></div>\n",
       "<script type=\"text/javascript\">\n",
       "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
       "  (function(spec, embedOpt){\n",
       "    let outputDiv = document.currentScript.previousElementSibling;\n",
       "    if (outputDiv.id !== \"altair-viz-c56cb2e8e429425eb8fcd0c76387d4f3\") {\n",
       "      outputDiv = document.getElementById(\"altair-viz-c56cb2e8e429425eb8fcd0c76387d4f3\");\n",
       "    }\n",
       "    const paths = {\n",
       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.17.0?noext\",\n",
       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
       "    };\n",
       "\n",
       "    function maybeLoadScript(lib, version) {\n",
       "      var key = `${lib.replace(\"-\", \"\")}_version`;\n",
       "      return (VEGA_DEBUG[key] == version) ?\n",
       "        Promise.resolve(paths[lib]) :\n",
       "        new Promise(function(resolve, reject) {\n",
       "          var s = document.createElement('script');\n",
       "          document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "          s.async = true;\n",
       "          s.onload = () => {\n",
       "            VEGA_DEBUG[key] = version;\n",
       "            return resolve(paths[lib]);\n",
       "          };\n",
       "          s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
       "          s.src = paths[lib];\n",
       "        });\n",
       "    }\n",
       "\n",
       "    function showError(err) {\n",
       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
       "      throw err;\n",
       "    }\n",
       "\n",
       "    function displayChart(vegaEmbed) {\n",
       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
       "    }\n",
       "\n",
       "    if(typeof define === \"function\" && define.amd) {\n",
       "      requirejs.config({paths});\n",
       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
       "    } else {\n",
       "      maybeLoadScript(\"vega\", \"5\")\n",
       "        .then(() => maybeLoadScript(\"vega-lite\", \"4.17.0\"))\n",
       "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
       "        .catch(showError)\n",
       "        .then(() => displayChart(vegaEmbed));\n",
       "    }\n",
       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-ccac24cc4bcba2e3638d2eca76a7085d\"}, \"mark\": {\"type\": \"line\", \"opacity\": 0.5}, \"encoding\": {\"x\": {\"axis\": {\"title\": \"date\"}, \"field\": \"date\", \"type\": \"temporal\"}, \"y\": {\"axis\": {\"title\": \"new members by month\"}, \"field\": \"total\", \"type\": \"quantitative\"}}, \"height\": 275, \"title\": \"New members by month from all sources\", \"width\": 1200, \"$schema\": \"https://vega.github.io/schema/vega-lite/v4.17.0.json\", \"datasets\": {\"data-ccac24cc4bcba2e3638d2eca76a7085d\": [{\"date\": \"1919-11-30T00:00:00\", \"total\": 17}, {\"date\": \"1919-12-31T00:00:00\", \"total\": 23}, {\"date\": \"1920-01-31T00:00:00\", \"total\": 25}, {\"date\": \"1920-02-29T00:00:00\", \"total\": 18}, {\"date\": \"1920-03-31T00:00:00\", \"total\": 23}, {\"date\": \"1920-04-30T00:00:00\", \"total\": 9}, {\"date\": \"1920-05-31T00:00:00\", \"total\": 15}, {\"date\": \"1920-06-30T00:00:00\", \"total\": 20}, {\"date\": \"1920-07-31T00:00:00\", \"total\": 8}, {\"date\": \"1920-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1920-09-30T00:00:00\", \"total\": 4}, {\"date\": \"1920-10-31T00:00:00\", \"total\": 20}, {\"date\": \"1920-11-30T00:00:00\", \"total\": 19}, {\"date\": \"1920-12-31T00:00:00\", \"total\": 26}, {\"date\": \"1921-01-31T00:00:00\", \"total\": 17}, {\"date\": \"1921-02-28T00:00:00\", \"total\": 20}, {\"date\": \"1921-03-31T00:00:00\", \"total\": 18}, {\"date\": \"1921-04-30T00:00:00\", \"total\": 21}, {\"date\": \"1921-05-31T00:00:00\", \"total\": 16}, {\"date\": \"1921-06-30T00:00:00\", \"total\": 20}, {\"date\": \"1921-07-31T00:00:00\", \"total\": 17}, {\"date\": \"1921-08-31T00:00:00\", \"total\": 13}, {\"date\": \"1921-09-30T00:00:00\", \"total\": 31}, {\"date\": \"1921-10-31T00:00:00\", \"total\": 28}, {\"date\": \"1921-11-30T00:00:00\", \"total\": 32}, {\"date\": \"1921-12-31T00:00:00\", \"total\": 32}, {\"date\": \"1922-01-31T00:00:00\", \"total\": 41}, {\"date\": \"1922-02-28T00:00:00\", \"total\": 23}, {\"date\": \"1922-03-31T00:00:00\", \"total\": 21}, {\"date\": \"1922-04-30T00:00:00\", \"total\": 28}, {\"date\": \"1922-05-31T00:00:00\", \"total\": 27}, {\"date\": \"1922-06-30T00:00:00\", \"total\": 16}, {\"date\": \"1922-07-31T00:00:00\", \"total\": 35}, {\"date\": \"1922-08-31T00:00:00\", \"total\": 14}, {\"date\": \"1922-09-30T00:00:00\", \"total\": 22}, {\"date\": \"1922-10-31T00:00:00\", \"total\": 47}, {\"date\": \"1922-11-30T00:00:00\", \"total\": 23}, {\"date\": \"1922-12-31T00:00:00\", \"total\": 35}, {\"date\": \"1923-01-31T00:00:00\", \"total\": 35}, {\"date\": \"1923-02-28T00:00:00\", \"total\": 18}, {\"date\": \"1923-03-31T00:00:00\", \"total\": 22}, {\"date\": \"1923-04-30T00:00:00\", \"total\": 15}, {\"date\": \"1923-05-31T00:00:00\", \"total\": 24}, {\"date\": \"1923-06-30T00:00:00\", \"total\": 24}, {\"date\": \"1923-07-31T00:00:00\", \"total\": 14}, {\"date\": \"1923-08-31T00:00:00\", \"total\": 15}, {\"date\": \"1923-09-30T00:00:00\", \"total\": 24}, {\"date\": \"1923-10-31T00:00:00\", \"total\": 34}, {\"date\": \"1923-11-30T00:00:00\", \"total\": 39}, {\"date\": \"1923-12-31T00:00:00\", \"total\": 22}, {\"date\": \"1924-01-31T00:00:00\", \"total\": 44}, {\"date\": \"1924-02-29T00:00:00\", \"total\": 27}, {\"date\": \"1924-03-31T00:00:00\", \"total\": 21}, {\"date\": \"1924-04-30T00:00:00\", \"total\": 40}, {\"date\": \"1924-05-31T00:00:00\", \"total\": 23}, {\"date\": \"1924-06-30T00:00:00\", \"total\": 25}, {\"date\": \"1924-07-31T00:00:00\", \"total\": 28}, {\"date\": \"1924-08-31T00:00:00\", \"total\": 19}, {\"date\": \"1924-09-30T00:00:00\", \"total\": 33}, {\"date\": \"1924-10-31T00:00:00\", \"total\": 26}, {\"date\": \"1924-11-30T00:00:00\", \"total\": 26}, {\"date\": \"1924-12-31T00:00:00\", \"total\": 27}, {\"date\": \"1925-01-31T00:00:00\", \"total\": 32}, {\"date\": \"1925-02-28T00:00:00\", \"total\": 22}, {\"date\": \"1925-03-31T00:00:00\", \"total\": 32}, {\"date\": \"1925-04-30T00:00:00\", \"total\": 34}, {\"date\": \"1925-05-31T00:00:00\", \"total\": 22}, {\"date\": \"1925-06-30T00:00:00\", \"total\": 22}, {\"date\": \"1925-07-31T00:00:00\", \"total\": 38}, {\"date\": \"1925-08-31T00:00:00\", \"total\": 30}, {\"date\": \"1925-09-30T00:00:00\", \"total\": 38}, {\"date\": \"1925-10-31T00:00:00\", \"total\": 52}, {\"date\": \"1925-11-30T00:00:00\", \"total\": 52}, {\"date\": \"1925-12-31T00:00:00\", \"total\": 37}, {\"date\": \"1926-01-31T00:00:00\", \"total\": 48}, {\"date\": \"1926-02-28T00:00:00\", \"total\": 36}, {\"date\": \"1926-03-31T00:00:00\", \"total\": 34}, {\"date\": \"1926-04-30T00:00:00\", \"total\": 38}, {\"date\": \"1926-05-31T00:00:00\", \"total\": 42}, {\"date\": \"1926-06-30T00:00:00\", \"total\": 32}, {\"date\": \"1926-07-31T00:00:00\", \"total\": 36}, {\"date\": \"1926-08-31T00:00:00\", \"total\": 39}, {\"date\": \"1926-09-30T00:00:00\", \"total\": 40}, {\"date\": \"1926-10-31T00:00:00\", \"total\": 38}, {\"date\": \"1926-11-30T00:00:00\", \"total\": 36}, {\"date\": \"1926-12-31T00:00:00\", \"total\": 30}, {\"date\": \"1927-01-31T00:00:00\", \"total\": 37}, {\"date\": \"1927-02-28T00:00:00\", \"total\": 13}, {\"date\": \"1927-03-31T00:00:00\", \"total\": 30}, {\"date\": \"1927-04-30T00:00:00\", \"total\": 26}, {\"date\": \"1927-05-31T00:00:00\", \"total\": 34}, {\"date\": \"1927-06-30T00:00:00\", \"total\": 25}, {\"date\": \"1927-07-31T00:00:00\", \"total\": 26}, {\"date\": \"1927-08-31T00:00:00\", \"total\": 37}, {\"date\": \"1927-09-30T00:00:00\", \"total\": 32}, {\"date\": \"1927-10-31T00:00:00\", \"total\": 27}, {\"date\": \"1927-11-30T00:00:00\", \"total\": 29}, {\"date\": \"1927-12-31T00:00:00\", \"total\": 19}, {\"date\": \"1928-01-31T00:00:00\", \"total\": 15}, {\"date\": \"1928-02-29T00:00:00\", \"total\": 7}, {\"date\": \"1928-03-31T00:00:00\", \"total\": 28}, {\"date\": \"1928-04-30T00:00:00\", \"total\": 33}, {\"date\": \"1928-05-31T00:00:00\", \"total\": 31}, {\"date\": \"1928-06-30T00:00:00\", \"total\": 21}, {\"date\": \"1928-07-31T00:00:00\", \"total\": 30}, {\"date\": \"1928-08-31T00:00:00\", \"total\": 20}, {\"date\": \"1928-09-30T00:00:00\", \"total\": 27}, {\"date\": \"1928-10-31T00:00:00\", \"total\": 35}, {\"date\": \"1928-11-30T00:00:00\", \"total\": 29}, {\"date\": \"1928-12-31T00:00:00\", \"total\": 30}, {\"date\": \"1929-01-31T00:00:00\", \"total\": 37}, {\"date\": \"1929-02-28T00:00:00\", \"total\": 23}, {\"date\": \"1929-03-31T00:00:00\", \"total\": 26}, {\"date\": \"1929-04-30T00:00:00\", \"total\": 32}, {\"date\": \"1929-05-31T00:00:00\", \"total\": 15}, {\"date\": \"1929-06-30T00:00:00\", \"total\": 25}, {\"date\": \"1929-07-31T00:00:00\", \"total\": 29}, {\"date\": \"1929-08-31T00:00:00\", \"total\": 24}, {\"date\": \"1929-09-30T00:00:00\", \"total\": 27}, {\"date\": \"1929-10-31T00:00:00\", \"total\": 37}, {\"date\": \"1929-11-30T00:00:00\", \"total\": 13}, {\"date\": \"1929-12-31T00:00:00\", \"total\": 28}, {\"date\": \"1930-01-31T00:00:00\", \"total\": 12}, {\"date\": \"1930-02-28T00:00:00\", \"total\": 8}, {\"date\": \"1930-03-31T00:00:00\", \"total\": 4}, {\"date\": \"1930-04-30T00:00:00\", \"total\": 6}, {\"date\": \"1930-05-31T00:00:00\", \"total\": 6}, {\"date\": \"1930-06-30T00:00:00\", \"total\": 19}, {\"date\": \"1930-07-31T00:00:00\", \"total\": 9}, {\"date\": \"1930-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1930-09-30T00:00:00\", \"total\": 5}, {\"date\": \"1930-10-31T00:00:00\", \"total\": 5}, {\"date\": \"1930-11-30T00:00:00\", \"total\": 7}, {\"date\": \"1930-12-31T00:00:00\", \"total\": 4}, {\"date\": \"1931-01-31T00:00:00\", \"total\": 33}, {\"date\": \"1931-02-28T00:00:00\", \"total\": 10}, {\"date\": \"1931-03-31T00:00:00\", \"total\": 2}, {\"date\": \"1931-04-30T00:00:00\", \"total\": 6}, {\"date\": \"1931-05-31T00:00:00\", \"total\": 3}, {\"date\": \"1931-06-30T00:00:00\", \"total\": 2}, {\"date\": \"1931-07-31T00:00:00\", \"total\": 5}, {\"date\": \"1931-08-31T00:00:00\", \"total\": 6}, {\"date\": \"1931-09-30T00:00:00\", \"total\": 9}, {\"date\": \"1931-10-31T00:00:00\", \"total\": 7}, {\"date\": \"1931-11-30T00:00:00\", \"total\": 8}, {\"date\": \"1931-12-31T00:00:00\", \"total\": 7}, {\"date\": \"1932-01-31T00:00:00\", \"total\": 43}, {\"date\": \"1932-02-29T00:00:00\", \"total\": 8}, {\"date\": \"1932-03-31T00:00:00\", \"total\": 9}, {\"date\": \"1932-04-30T00:00:00\", \"total\": 8}, {\"date\": \"1932-05-31T00:00:00\", \"total\": 2}, {\"date\": \"1932-06-30T00:00:00\", \"total\": 2}, {\"date\": \"1932-07-31T00:00:00\", \"total\": 4}, {\"date\": \"1932-08-31T00:00:00\", \"total\": 3}, {\"date\": \"1932-09-30T00:00:00\", \"total\": 15}, {\"date\": \"1932-10-31T00:00:00\", \"total\": 28}, {\"date\": \"1932-11-30T00:00:00\", \"total\": 23}, {\"date\": \"1932-12-31T00:00:00\", \"total\": 4}, {\"date\": \"1933-01-31T00:00:00\", \"total\": 41}, {\"date\": \"1933-02-28T00:00:00\", \"total\": 21}, {\"date\": \"1933-03-31T00:00:00\", \"total\": 21}, {\"date\": \"1933-04-30T00:00:00\", \"total\": 19}, {\"date\": \"1933-05-31T00:00:00\", \"total\": 18}, {\"date\": \"1933-06-30T00:00:00\", \"total\": 16}, {\"date\": \"1933-07-31T00:00:00\", \"total\": 15}, {\"date\": \"1933-08-31T00:00:00\", \"total\": 14}, {\"date\": \"1933-09-30T00:00:00\", \"total\": 13}, {\"date\": \"1933-10-31T00:00:00\", \"total\": 17}, {\"date\": \"1933-11-30T00:00:00\", \"total\": 27}, {\"date\": \"1933-12-31T00:00:00\", \"total\": 21}, {\"date\": \"1934-01-31T00:00:00\", \"total\": 40}, {\"date\": \"1934-02-28T00:00:00\", \"total\": 3}, {\"date\": \"1934-03-31T00:00:00\", \"total\": 9}, {\"date\": \"1934-04-30T00:00:00\", \"total\": 13}, {\"date\": \"1934-05-31T00:00:00\", \"total\": 5}, {\"date\": \"1934-06-30T00:00:00\", \"total\": 10}, {\"date\": \"1934-07-31T00:00:00\", \"total\": 5}, {\"date\": \"1934-08-31T00:00:00\", \"total\": 17}, {\"date\": \"1934-09-30T00:00:00\", \"total\": 4}, {\"date\": \"1934-10-31T00:00:00\", \"total\": 12}, {\"date\": \"1934-11-30T00:00:00\", \"total\": 9}, {\"date\": \"1934-12-31T00:00:00\", \"total\": 7}, {\"date\": \"1935-01-31T00:00:00\", \"total\": 16}, {\"date\": \"1935-02-28T00:00:00\", \"total\": 21}, {\"date\": \"1935-03-31T00:00:00\", \"total\": 24}, {\"date\": \"1935-04-30T00:00:00\", \"total\": 24}, {\"date\": \"1935-05-31T00:00:00\", \"total\": 14}, {\"date\": \"1935-06-30T00:00:00\", \"total\": 18}, {\"date\": \"1935-07-31T00:00:00\", \"total\": 17}, {\"date\": \"1935-08-31T00:00:00\", \"total\": 6}, {\"date\": \"1935-09-30T00:00:00\", \"total\": 8}, {\"date\": \"1935-10-31T00:00:00\", \"total\": 27}, {\"date\": \"1935-11-30T00:00:00\", \"total\": 20}, {\"date\": \"1935-12-31T00:00:00\", \"total\": 6}, {\"date\": \"1936-01-31T00:00:00\", \"total\": 24}, {\"date\": \"1936-02-29T00:00:00\", \"total\": 16}, {\"date\": \"1936-03-31T00:00:00\", \"total\": 16}, {\"date\": \"1936-04-30T00:00:00\", \"total\": 22}, {\"date\": \"1936-05-31T00:00:00\", \"total\": 14}, {\"date\": \"1936-06-30T00:00:00\", \"total\": 9}, {\"date\": \"1936-07-31T00:00:00\", \"total\": 20}, {\"date\": \"1936-08-31T00:00:00\", \"total\": 10}, {\"date\": \"1936-09-30T00:00:00\", \"total\": 5}, {\"date\": \"1936-10-31T00:00:00\", \"total\": 16}, {\"date\": \"1936-11-30T00:00:00\", \"total\": 27}, {\"date\": \"1936-12-31T00:00:00\", \"total\": 21}, {\"date\": \"1937-01-31T00:00:00\", \"total\": 20}, {\"date\": \"1937-02-28T00:00:00\", \"total\": 14}, {\"date\": \"1937-03-31T00:00:00\", \"total\": 13}, {\"date\": \"1937-04-30T00:00:00\", \"total\": 17}, {\"date\": \"1937-05-31T00:00:00\", \"total\": 9}, {\"date\": \"1937-06-30T00:00:00\", \"total\": 13}, {\"date\": \"1937-07-31T00:00:00\", \"total\": 6}, {\"date\": \"1937-08-31T00:00:00\", \"total\": 2}, {\"date\": \"1937-09-30T00:00:00\", \"total\": 3}, {\"date\": \"1937-10-31T00:00:00\", \"total\": 3}, {\"date\": \"1937-11-30T00:00:00\", \"total\": 7}, {\"date\": \"1937-12-31T00:00:00\", \"total\": 3}, {\"date\": \"1938-01-31T00:00:00\", \"total\": 15}, {\"date\": \"1938-02-28T00:00:00\", \"total\": 8}, {\"date\": \"1938-03-31T00:00:00\", \"total\": 17}, {\"date\": \"1938-04-30T00:00:00\", \"total\": 12}, {\"date\": \"1938-05-31T00:00:00\", \"total\": 5}, {\"date\": \"1938-06-30T00:00:00\", \"total\": 5}, {\"date\": \"1938-07-31T00:00:00\", \"total\": 1}, {\"date\": \"1938-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1938-09-30T00:00:00\", \"total\": 4}, {\"date\": \"1938-10-31T00:00:00\", \"total\": 19}, {\"date\": \"1938-11-30T00:00:00\", \"total\": 34}, {\"date\": \"1938-12-31T00:00:00\", \"total\": 15}, {\"date\": \"1939-01-31T00:00:00\", \"total\": 22}, {\"date\": \"1939-02-28T00:00:00\", \"total\": 25}, {\"date\": \"1939-03-31T00:00:00\", \"total\": 23}, {\"date\": \"1939-04-30T00:00:00\", \"total\": 13}, {\"date\": \"1939-05-31T00:00:00\", \"total\": 14}, {\"date\": \"1939-06-30T00:00:00\", \"total\": 21}, {\"date\": \"1939-07-31T00:00:00\", \"total\": 23}, {\"date\": \"1939-08-31T00:00:00\", \"total\": 0}, {\"date\": \"1939-09-30T00:00:00\", \"total\": 1}, {\"date\": \"1939-10-31T00:00:00\", \"total\": 12}, {\"date\": \"1939-11-30T00:00:00\", \"total\": 8}, {\"date\": \"1939-12-31T00:00:00\", \"total\": 10}, {\"date\": \"1940-01-31T00:00:00\", \"total\": 13}, {\"date\": \"1940-02-29T00:00:00\", \"total\": 16}, {\"date\": \"1940-03-31T00:00:00\", \"total\": 14}, {\"date\": \"1940-04-30T00:00:00\", \"total\": 6}, {\"date\": \"1940-05-31T00:00:00\", \"total\": 6}, {\"date\": \"1940-06-30T00:00:00\", \"total\": 4}, {\"date\": \"1940-07-31T00:00:00\", \"total\": 4}, {\"date\": \"1940-08-31T00:00:00\", \"total\": 7}, {\"date\": \"1940-09-30T00:00:00\", \"total\": 10}, {\"date\": \"1940-10-31T00:00:00\", \"total\": 14}, {\"date\": \"1940-11-30T00:00:00\", \"total\": 16}, {\"date\": \"1940-12-31T00:00:00\", \"total\": 18}, {\"date\": \"1941-01-31T00:00:00\", \"total\": 14}, {\"date\": \"1941-02-28T00:00:00\", \"total\": 17}, {\"date\": \"1941-03-31T00:00:00\", \"total\": 17}, {\"date\": \"1941-04-30T00:00:00\", \"total\": 17}, {\"date\": \"1941-05-31T00:00:00\", \"total\": 14}, {\"date\": \"1941-06-30T00:00:00\", \"total\": 7}, {\"date\": \"1941-07-31T00:00:00\", \"total\": 5}, {\"date\": \"1941-08-31T00:00:00\", \"total\": 1}, {\"date\": \"1941-09-30T00:00:00\", \"total\": 18}, {\"date\": \"1941-10-31T00:00:00\", \"total\": 25}, {\"date\": \"1941-11-30T00:00:00\", \"total\": 23}, {\"date\": \"1941-12-31T00:00:00\", \"total\": 6}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.Chart(...)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newmember_monthly_count = members_first_dates.groupby([pd.Grouper(key='date', freq='M')])['member_id'].count().reset_index()\n",
    "newmember_monthly_count.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "newmember_monthly_base = alt.Chart(newmember_monthly_count, title='New members by month from all sources').encode(\n",
    "    alt.X('date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "newmember_monthly_line = newmember_monthly_base.mark_line(opacity=0.5).encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='new members by month'))\n",
    ")\n",
    "\n",
    "newmember_monthly_line"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "j5Qdv8ushqog"
   },
   "source": [
    "### Members only documented in address books"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "q6h0xuJMgrMN",
    "outputId": "93098760-39e5-45bb-f7a1-7863a9eef6ba"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "329 members who only have events from the address books\n"
     ]
    }
   ],
   "source": [
    "# We are trying to identify members who are only known from the address books.\n",
    "\n",
    "# We start by identifying members who have at least one event recorded in the logbooks.\n",
    "# We do this by filtering the 'member_events' DataFrame to include only logbook events, \n",
    "# and then getting the unique 'member_id' values.\n",
    "logbook_members = member_events[member_events.source_type.str.contains('Logbook')].member_id.unique()\n",
    "\n",
    "# Similarly, we identify members who have at least one event recorded on a lending library card.\n",
    "lending_card_members = member_events[member_events.source_type.str.contains('Lending Library Card')].member_id.unique()\n",
    "\n",
    "# We also identify members who have at least one event recorded in an address book.\n",
    "addressbook_members = member_events[member_events.source_type.str.contains('Address Book')].member_id.unique()\n",
    "\n",
    "# We then get a list of members who only have events from the address books.\n",
    "# We do this by subtracting the sets of logbook members and lending card members from the set of all members.\n",
    "address_book_only_members = set(member_events.member_id.unique()) - set(logbook_members) - set(lending_card_members)\n",
    "\n",
    "# Finally, we print the number of members who only have events from the address books.\n",
    "print('%d members who only have events from the address books' % len(address_book_only_members))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 614
    },
    "id": "jJHzsYbGhwYC",
    "outputId": "fb5dd7ab-dc56-42a4-a8e5-5c7966e51416"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "329"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We aim to get the date when each member who only has events from the address books was first added.\n",
    "\n",
    "# We start by filtering the 'member_events' DataFrame to include only events for members who only have events from the address books.\n",
    "# We then group the filtered DataFrame by 'member_id' and select the first event for each member.\n",
    "# This gives us the first event for each member who only has events from the address books.\n",
    "addressbook_first_events = member_events[member_events.member_id.isin(address_book_only_members)].groupby(\"member_id\").first().reset_index()\n",
    "\n",
    "# We aim to get the yearly count of new members who only have events from the address books.\n",
    "\n",
    "# We group the 'addressbook_first_events' DataFrame by year. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'Y' for yearly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new members for each year.\n",
    "addressbook_newmembers_by_year = addressbook_first_events.groupby([pd.Grouper(key='date', freq='Y')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new members for each year.\n",
    "addressbook_newmembers_by_year.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "# Finally, we print the total number of new members who only have events from the address books.\n",
    "addressbook_newmembers_by_year.total.sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "bx-4waGYjpuq"
   },
   "source": [
    "### Members only documented on lending cards"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "7T2SqEltjr-y",
    "outputId": "e7b744fe-48bb-4f7a-d13a-89ef3974cd98"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "124 members who only have events from lending library cards\n"
     ]
    }
   ],
   "source": [
    "# We aim to identify members who only have events recorded on a lending library card.\n",
    "\n",
    "# We start by getting a list of all unique member IDs from the 'member_events' DataFrame.\n",
    "# We then subtract the sets of logbook members and address book members from this list.\n",
    "# This gives us a list of members who only have events recorded on a lending library card.\n",
    "lending_card_only_members = set(member_events.member_id.unique()) - set(logbook_members) - set(addressbook_members)\n",
    "\n",
    "# Finally, we print the number of members who only have events from lending library cards.\n",
    "print('%d members who only have events from lending library cards' % len(lending_card_only_members))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "I2uEOd3Gj4eJ",
    "outputId": "c140f5b5-0b74-4289-9a94-2ab0138d0e2b"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1919, 1920, 1922, 1923, 1924, 1925, 1927, 1928, 1929, 1930, 1931,\n",
       "       1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941])"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cardonly_members = member_events[member_events.member_id.isin(lending_card_only_members)]\n",
    "cardonly_members['year'] = cardonly_members.date.apply(lambda x: x.year)\n",
    "cardonly_members.year.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 771
    },
    "id": "mTneVD8jnYhZ",
    "outputId": "d037b0c0-a619-416b-c8fa-4261d3a699fb"
   },
   "outputs": [],
   "source": [
    "# We generate the date when each member who only has events from lending library cards was first added. We start by filtering the 'member_events' DataFrame to include only events for members who only have events from lending library cards. We then group the filtered DataFrame by 'member_id' and select the first event for each member.\n",
    "# This gives us the first event for each member who only has events from lending library cards.\n",
    "cardonly_first_events = member_events[member_events.member_id.isin(lending_card_only_members)].groupby(\"member_id\").first().reset_index()\n",
    "\n",
    "# We aim to get the yearly count of new members who only have events from lending library cards.\n",
    "\n",
    "# We group the 'cardonly_first_events' DataFrame by year. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'Y' for yearly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new members for each year.\n",
    "cardonly_newmembers_by_year = cardonly_first_events.groupby([pd.Grouper(key='date', freq='Y')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new members for each year.\n",
    "cardonly_newmembers_by_year.rename(columns={'member_id': 'total'}, inplace=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "w7jqUbnzqCPo"
   },
   "source": [
    "### Other members"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "MmrLDmIopu5-",
    "outputId": "1f389c69-a855-4343-ef16-40fdc57b21f1"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4632 \"regular\" members (not addressbook or lending card only)\n"
     ]
    }
   ],
   "source": [
    "# We finally want to identify \"regular\" members, i.e., members who have events recorded in sources other than just the address books or lending library cards.\n",
    "\n",
    "# We start by getting a list of all unique member IDs from the 'member_events' DataFrame.\n",
    "# We then subtract the sets of lending card only members and address book only members from this list.\n",
    "# This gives us a list of \"regular\" members.\n",
    "other_members = set(member_events.member_id.unique()) - set(lending_card_only_members) - set(address_book_only_members)\n",
    "\n",
    "# Finally, we print the number of \"regular\" members.\n",
    "print('%d \"regular\" members (not addressbook or lending card only)' % len(other_members))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 771
    },
    "id": "-Ky_B4KpqKlq",
    "outputId": "d875b9eb-fa15-4aab-edcc-a339bf382db5"
   },
   "outputs": [],
   "source": [
    "# We get the date when each \"regular\" member was first added. We start by filtering the 'member_events' DataFrame to include only events for \"regular\" members. We then group the filtered DataFrame by 'member_id' and select the first event for each member. This gives us the first event for each \"regular\" member.\n",
    "other_member_first_events = member_events[member_events.member_id.isin(other_members)].groupby(\"member_id\").first().reset_index()\n",
    "\n",
    "# We also get the yearly count of new \"regular\" members.\n",
    "\n",
    "# We group the 'other_member_first_events' DataFrame by year. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'Y' for yearly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new \"regular\" members for each year.\n",
    "other_newmembers_by_year = other_member_first_events.groupby([pd.Grouper(key='date', freq='Y')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new \"regular\" members for each year.\n",
    "other_newmembers_by_year.rename(columns={'member_id': 'total'}, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 424
    },
    "id": "kWEyWUVDh1eo",
    "outputId": "021e5927-acb4-4b6d-f825-c8bcaa0054e8"
   },
   "outputs": [],
   "source": [
    "# Finally we combine the yearly counts of new members from different categories into a single DataFrame for plotting.\n",
    "\n",
    "def combine_newmember_counts():\n",
    "  # We start by creating copies of the 'other_newmembers_by_year', 'addressbook_newmembers_by_year', and 'cardonly_newmembers_by_year' DataFrames.\n",
    "  # We add a new column 'series' to each DataFrame to indicate the category of the new members.\n",
    "  other_newmembers = other_newmembers_by_year.copy()\n",
    "  other_newmembers['series'] = 'all other members'\n",
    "\n",
    "  addressbook_newmembers = addressbook_newmembers_by_year.copy()\n",
    "  addressbook_newmembers['series'] = 'addressbook-only members'\n",
    "  \n",
    "  card_newmembers = cardonly_newmembers_by_year.copy()\n",
    "  card_newmembers['series'] = 'card-only members'\n",
    "  \n",
    "  # We then concatenate the three DataFrames into a single DataFrame.\n",
    "  # This combined DataFrame can be used for plotting with Altair.\n",
    "  combined_new_member_counts_df = pd.concat([other_newmembers, addressbook_newmembers, card_newmembers])\n",
    "\n",
    "  # We return the combined DataFrame.\n",
    "  return combined_new_member_counts_df\n",
    "\n",
    "# We call the function to get the combined DataFrame.\n",
    "combine_newmember_counts_df = combine_newmember_counts()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "BXY35YhM6TN-"
   },
   "source": [
    "### Aggregate new members from source by month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 424
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    "id": "-7lo3xNF6Kpi",
    "outputId": "d821535d-a868-48e9-c16f-49cb70331fcd"
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    "# get new member monthly count for addressbook-only members events only \n",
    "addressbook_newmembers_by_month = addressbook_first_events.groupby([pd.Grouper(key='date', freq='M')])['member_id'].count().reset_index()\n",
    "addressbook_newmembers_by_month.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "# get new member monthly count for lending card-only members\n",
    "cardonly_newmembers_by_month = cardonly_first_events.groupby([pd.Grouper(key='date', freq='M')])['member_id'].count().reset_index()\n",
    "cardonly_newmembers_by_month.rename(columns={'member_id': 'total'}, inplace=True)\n",
    "\n",
    "# new member monthly count \n",
    "other_newmembers_by_month = other_member_first_events.groupby([pd.Grouper(key='date', freq='M')])['member_id'].count().reset_index()\n",
    "other_newmembers_by_month.rename(columns={'member_id': 'total'}, inplace=True)"
   ]
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  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "colab": {
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    },
    "id": "u_5quG0C6tV0",
    "outputId": "977b3e7c-854c-4a56-f673-059f826a908d"
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    "# We combine the monthly counts of new members from different categories into a single DataFrame for plotting.\n",
    "def combine_newmember_monthly_counts():\n",
    "  # We start by creating copies of the 'other_newmembers_by_month', 'addressbook_newmembers_by_month', and 'cardonly_newmembers_by_month' DataFrames.\n",
    "  # We add a new column 'series' to each DataFrame to indicate the category of the new members.\n",
    "  other_newmembers = other_newmembers_by_month.copy()\n",
    "  other_newmembers['series'] = 'all other members'\n",
    "\n",
    "  addressbook_newmembers = addressbook_newmembers_by_month.copy()\n",
    "  addressbook_newmembers['series'] = 'addressbook-only members'\n",
    "  \n",
    "  card_newmembers = cardonly_newmembers_by_month.copy()\n",
    "  card_newmembers['series'] = 'card-only members'\n",
    "  \n",
    "  # We then concatenate the three DataFrames into a single DataFrame.\n",
    "  # This combined DataFrame can be used for plotting with Altair.\n",
    "  combined_new_member_counts_df = pd.concat([other_newmembers, addressbook_newmembers, card_newmembers])\n",
    "\n",
    "  # We return the combined DataFrame.\n",
    "  return combined_new_member_counts_df\n",
    "\n",
    "# We call the function to get the combined DataFrame.\n",
    "combine_newmember_monthly_counts_df = combine_newmember_monthly_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 356
    },
    "id": "xKzV83nS66zh",
    "outputId": "87822503-b5e1-499c-f31d-bcbbf5d1ed83"
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   "outputs": [],
   "source": [
    "domain = ['addressbook-only members', 'card-only members', 'all other members']\n",
    "range_ = ['#d7191c', '#fdae61', '#2c7bb6']\n",
    "\n",
    "newmember_monthly_stacked = alt.Chart(combine_newmember_monthly_counts_df, title='New members by source, aggregated by month').mark_area(opacity=0.5).encode(\n",
    "    x=\"date:T\",\n",
    "    y=\"total\",\n",
    "    color=alt.Color(\"series\", legend=alt.Legend(title=\"member group\"), scale=alt.Scale(domain=domain, range=range_))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Figure - New members by month, based on source. (Blue line: new members by month from any source; purple line: new members based on logbook data only, i.e. first logbook events for members)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
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     "base_uri": "https://localhost:8080/",
     "height": 378
    },
    "id": "eR8fpYXA7R4U",
    "outputId": "c8a78f65-47d1-449b-8995-a092fd9548ff"
   },
   "outputs": [
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{\"date\": \"1934-02-28T00:00:00\", \"total\": 3, \"series\": \"all other members\"}, {\"date\": \"1934-03-31T00:00:00\", \"total\": 3, \"series\": \"all other members\"}, {\"date\": \"1934-04-30T00:00:00\", \"total\": 13, \"series\": \"all other members\"}, {\"date\": \"1934-05-31T00:00:00\", \"total\": 5, \"series\": \"all other members\"}, {\"date\": \"1934-06-30T00:00:00\", \"total\": 12, \"series\": \"all other members\"}, {\"date\": \"1934-07-31T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1934-08-31T00:00:00\", \"total\": 14, \"series\": \"all other members\"}, {\"date\": \"1934-09-30T00:00:00\", \"total\": 1, \"series\": \"all other members\"}, {\"date\": \"1934-10-31T00:00:00\", \"total\": 13, \"series\": \"all other members\"}, {\"date\": \"1934-11-30T00:00:00\", \"total\": 12, \"series\": \"all other members\"}, {\"date\": \"1934-12-31T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1935-01-31T00:00:00\", \"total\": 18, \"series\": \"all other members\"}, {\"date\": \"1935-02-28T00:00:00\", \"total\": 21, \"series\": \"all other members\"}, {\"date\": \"1935-03-31T00:00:00\", \"total\": 23, \"series\": \"all other members\"}, {\"date\": \"1935-04-30T00:00:00\", \"total\": 22, \"series\": \"all other members\"}, {\"date\": \"1935-05-31T00:00:00\", \"total\": 17, \"series\": \"all other members\"}, {\"date\": \"1935-06-30T00:00:00\", \"total\": 15, \"series\": \"all other members\"}, {\"date\": \"1935-07-31T00:00:00\", \"total\": 16, \"series\": \"all other members\"}, {\"date\": \"1935-08-31T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1935-09-30T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1935-10-31T00:00:00\", \"total\": 29, \"series\": \"all other members\"}, {\"date\": \"1935-11-30T00:00:00\", \"total\": 26, \"series\": \"all other members\"}, {\"date\": \"1935-12-31T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1936-01-31T00:00:00\", \"total\": 26, \"series\": \"all other members\"}, {\"date\": \"1936-02-29T00:00:00\", \"total\": 16, \"series\": \"all other members\"}, {\"date\": \"1936-03-31T00:00:00\", \"total\": 16, \"series\": \"all other members\"}, {\"date\": \"1936-04-30T00:00:00\", \"total\": 15, \"series\": \"all other members\"}, {\"date\": \"1936-05-31T00:00:00\", \"total\": 11, \"series\": \"all other members\"}, {\"date\": \"1936-06-30T00:00:00\", \"total\": 7, \"series\": \"all other members\"}, {\"date\": \"1936-07-31T00:00:00\", \"total\": 17, \"series\": \"all other members\"}, {\"date\": \"1936-08-31T00:00:00\", \"total\": 9, \"series\": \"all other members\"}, {\"date\": \"1936-09-30T00:00:00\", \"total\": 6, \"series\": \"all other members\"}, {\"date\": \"1936-10-31T00:00:00\", \"total\": 14, \"series\": \"all other members\"}, {\"date\": \"1936-11-30T00:00:00\", \"total\": 28, \"series\": \"all other members\"}, {\"date\": \"1936-12-31T00:00:00\", \"total\": 14, \"series\": \"all other members\"}, {\"date\": \"1937-01-31T00:00:00\", \"total\": 5, \"series\": \"all other members\"}, {\"date\": \"1937-02-28T00:00:00\", \"total\": 5, \"series\": \"all other members\"}, {\"date\": \"1937-03-31T00:00:00\", \"total\": 3, \"series\": \"all other members\"}, {\"date\": \"1937-04-30T00:00:00\", \"total\": 4, \"series\": \"all other members\"}, {\"date\": \"1937-05-31T00:00:00\", \"total\": 3, \"series\": \"all other members\"}, {\"date\": \"1937-06-30T00:00:00\", \"total\": 3, \"series\": \"all other members\"}, {\"date\": \"1937-07-31T00:00:00\", \"total\": 0, \"series\": \"all other members\"}, {\"date\": \"1937-08-31T00:00:00\", \"total\": 1, \"series\": \"all other members\"}, {\"date\": \"1937-09-30T00:00:00\", \"total\": 0, \"series\": \"all other members\"}, {\"date\": \"1937-10-31T00:00:00\", \"total\": 2, \"series\": \"all other members\"}, {\"date\": \"1937-11-30T00:00:00\", \"total\": 4, \"series\": \"all other members\"}, {\"date\": 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     "execution_count": 27,
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   ],
   "source": [
    "newmember_monthly_stacked + newmember_monthly_line + logbook_newmember_monthly_line + logbook_gaps_span"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "oCTEL6z0vIxv"
   },
   "source": [
    "## New members by first subscription"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
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    },
    "id": "Rll16Vg5qlMx",
    "outputId": "428cd713-d2ea-4672-d2a1-792877a4f810"
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    "# To model membership activities accurately, we expect a membership to start with a 'Subscription' or 'Renewal' event. \n",
    "# This is because in the logbooks, 'Subscription' and 'Renewal' events were sometimes recorded interchangeably.\n",
    "\n",
    "# We start by filtering the 'member_events' DataFrame to include only events recorded in the logbooks \n",
    "# and where the 'event_type' is either 'Subscription' or 'Renewal'.\n",
    "filtered_member_events = member_events[member_events.source_type.str.contains('Logbook') & member_events.event_type.isin(['Subscription', 'Renewal'])]\n",
    "\n",
    "# We then group the filtered DataFrame by 'member_id' and select the first event for each member.\n",
    "# This gives us the first 'Subscription' or 'Renewal' event for each member.\n",
    "subscription_first_events = filtered_member_events.groupby(\"member_id\").first().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "IVh7S0Fu5RNo",
    "outputId": "6cdc049c-ca9a-47d5-e263-d63910197dcd"
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "4315"
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     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "# We exclude any subscriptions that fall within the gaps in the logbooks.\n",
    "\n",
    "# We start by creating a copy of the 'subscription_first_events' DataFrame. \n",
    "# This is to ensure that we don't modify the original DataFrame when excluding gaps.\n",
    "subscription_first_events_nogaps = subscription_first_events.copy()\n",
    "\n",
    "# We then iterate over each gap in 'logbook_gaps'.\n",
    "for i, gap in enumerate(logbook_gaps):\n",
    "  # We extract the start and end dates of the current gap.\n",
    "  gap_start = gap['start']\n",
    "  gap_end = gap['end']\n",
    "\n",
    "  # We filter 'subscription_first_events_nogaps' to exclude any events that fall within the current gap.\n",
    "  # This is done by excluding events where the 'date' is between 'gap_start' and 'gap_end'.\n",
    "  subscription_first_events_nogaps = subscription_first_events_nogaps[~((subscription_first_events_nogaps.date >= gap_start) & (subscription_first_events_nogaps.date <= gap_end))]\n",
    "\n",
    "# Finally, we count the number of unique 'member_id' values in 'subscription_first_events_nogaps'.\n",
    "# This gives us the number of members whose first event does not fall within any of the gaps.\n",
    "len(subscription_first_events_nogaps.member_id.unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 771
    },
    "id": "0RSJuqvnvMQy",
    "outputId": "18429b99-7b56-4f4b-86de-c86d4ccd7d98"
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   "source": [
    "# We generate a yearly count of new members based solely on subscriptions, excluding gaps.\n",
    "\n",
    "# We start by grouping the 'subscription_first_events_nogaps' DataFrame by year. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'Y' for yearly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new members for each year.\n",
    "newmember_subscriptions_by_year = subscription_first_events_nogaps.groupby([pd.Grouper(key='date', freq='Y')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new members for each year.\n",
    "newmember_subscriptions_by_year.rename(columns={'member_id': 'total'}, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 424
    },
    "id": "S2JKxMgxvOAE",
    "outputId": "6a0f9a3e-c9a9-4042-b496-d326651d65cc"
   },
   "outputs": [],
   "source": [
    "# We generate a weekly count of new members based solely on subscriptions. \n",
    "# This data will be used for forecasting with the Prophet library.\n",
    "\n",
    "# We start by grouping the 'subscription_first_events_nogaps' DataFrame by week. \n",
    "# The 'pd.Grouper' function is used with the key set to 'date' and the frequency set to 'W' for weekly grouping.\n",
    "# For each group, we count the number of unique 'member_id' values. This gives us the number of new members for each week.\n",
    "newmember_subscriptions_by_week = subscription_first_events_nogaps.groupby([pd.Grouper(key='date', freq='W')])['member_id'].count().reset_index()\n",
    "\n",
    "# We then rename the 'member_id' column to 'total' for clarity. \n",
    "# The 'total' column now represents the total number of new members for each week.\n",
    "newmember_subscriptions_by_week.rename(columns={'member_id': 'total'}, inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 344
    },
    "id": "rkJTIJe8vTLE",
    "outputId": "52e86d0e-eeb4-4465-ec59-0bd31639a95e"
   },
   "outputs": [
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       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We create a line chart that shows the number of new subscriptions per week, with gaps.\n",
    "\n",
    "# We start by creating a base chart from the 'newmember_subscriptions_by_week' DataFrame. \n",
    "# The 'date' column is mapped to the x-axis.\n",
    "# We also set the width and height of the chart.\n",
    "newsubs_base = alt.Chart(newmember_subscriptions_by_week).encode(\n",
    "    alt.X('date:T', axis=alt.Axis(title='date'))\n",
    ").properties(\n",
    "    width=1200,\n",
    "    height=275\n",
    ")\n",
    "\n",
    "# We then create a line chart by marking the base chart with lines.\n",
    "# The 'total' column is mapped to the y-axis. This represents the number of new subscriptions per week.\n",
    "newsubs_line = newsubs_base.mark_line().encode(\n",
    "    alt.Y('total',\n",
    "          axis=alt.Axis(title='new subscriptions per week'))\n",
    ")\n",
    "\n",
    "# Finally, we overlay the new line chart on top of the 'logbook_gaps_span' chart.\n",
    "# This allows us to visualize the gaps in the logbooks alongside the number of new subscriptions per week.\n",
    "newsubs_line + logbook_gaps_span"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Upp_rDT5vmPH"
   },
   "source": [
    "### Use prophet to forecast missing subscriptions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "RIe5RVxEhZLI"
   },
   "source": [
    "#### Figure - New member subscriptions from logbooks by week, with forecast model and predictions (linear model, weekly seasonality enabled)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "16:47:17 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:17 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:18 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:19 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:19 - cmdstanpy - INFO - Chain [1] done processing\n"
     ]
    }
   ],
   "source": [
    "post1932_date = pd.to_datetime(date(1932, 9, 27))\n",
    "# Assuming `weekly_subscriptions` and `logbook_gaps` are defined elsewhere\n",
    "forecasted_subscriptions = forecast_missing_subscriptions(newmember_subscriptions_by_week, logbook_gaps, post1932_date)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 452
    },
    "id": "R6Q9fj_T1DEZ",
    "outputId": "331392a0-824f-45ff-f024-cab91de03f47"
   },
   "outputs": [
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2.661051279586748, \"label\": \"Forecast model\"}, {\"ds\": \"1930-07-20T00:00:00\", \"trend\": 2.9787582991125197, \"yhat_lower\": -1.1641326314576004, \"yhat_upper\": 5.636568815506745, \"trend_lower\": 2.9787582991125197, \"trend_upper\": 2.9787582991125197, \"additive_terms\": -0.7311466268551301, \"additive_terms_lower\": -0.7311466268551301, \"additive_terms_upper\": -0.7311466268551301, \"yearly\": -0.7311466268551301, \"yearly_lower\": -0.7311466268551301, \"yearly_upper\": -0.7311466268551301, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2476116722573893, \"label\": \"Forecast model\"}, {\"ds\": \"1930-07-27T00:00:00\", \"trend\": 2.96050168982493, \"yhat_lower\": -1.3485793388515237, \"yhat_upper\": 5.4169271136400825, \"trend_lower\": 2.96050168982493, \"trend_upper\": 2.96050168982493, \"additive_terms\": -0.8566907684647741, \"additive_terms_lower\": -0.8566907684647741, \"additive_terms_upper\": 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\"trend\": 4.4262010517101364, \"yhat_lower\": 0.824792247645677, \"yhat_upper\": 7.97192870655973, \"trend_lower\": 4.422780315083559, \"trend_upper\": 4.429475285289117, \"additive_terms\": -0.23158667774982966, \"additive_terms_lower\": -0.23158667774982966, \"additive_terms_upper\": -0.23158667774982966, \"yearly\": -0.23158667774982966, \"yearly_lower\": -0.23158667774982966, \"yearly_upper\": -0.23158667774982966, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.194614373960307, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-30T00:00:00\", \"trend\": 4.41476505779137, \"yhat_lower\": 0.5758906118017506, \"yhat_upper\": 7.363950765055926, \"trend_lower\": 4.410717835908324, \"trend_upper\": 4.418605598093891, \"additive_terms\": -0.4320687395263151, \"additive_terms_lower\": -0.4320687395263151, \"additive_terms_upper\": -0.4320687395263151, \"yearly\": -0.4320687395263151, \"yearly_lower\": -0.4320687395263151, \"yearly_upper\": -0.4320687395263151, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.982696318265055, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-06T00:00:00\", \"trend\": 4.403329063872603, \"yhat_lower\": 0.7082029285820827, \"yhat_upper\": 7.668990976583035, \"trend_lower\": 4.398444700324813, \"trend_upper\": 4.407880605121136, \"additive_terms\": -0.3174417446490691, \"additive_terms_lower\": -0.3174417446490691, \"additive_terms_upper\": -0.3174417446490691, \"yearly\": -0.3174417446490691, \"yearly_lower\": -0.3174417446490691, \"yearly_upper\": -0.3174417446490691, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.085887319223533, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 4.391893069953834, \"yhat_lower\": 0.8243606210017802, \"yhat_upper\": 7.917045726281133, \"trend_lower\": 4.38600733100782, \"trend_upper\": 4.397348635632029, \"additive_terms\": -0.10332187837769627, \"additive_terms_lower\": -0.10332187837769627, \"additive_terms_upper\": -0.10332187837769627, \"yearly\": -0.10332187837769627, \"yearly_lower\": -0.10332187837769627, \"yearly_upper\": -0.10332187837769627, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.288571191576138, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 4.380457076035068, \"yhat_lower\": 0.9828043752757891, \"yhat_upper\": 7.626178798864549, \"trend_lower\": 4.373546447857698, \"trend_upper\": 4.386843356693148, \"additive_terms\": -0.08982065812251597, \"additive_terms_lower\": -0.08982065812251597, \"additive_terms_upper\": -0.08982065812251597, \"yearly\": -0.08982065812251597, \"yearly_lower\": -0.08982065812251597, \"yearly_upper\": -0.08982065812251597, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.290636417912552, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 4.369021082116301, \"yhat_lower\": 0.7919634456247879, \"yhat_upper\": 7.785048488531027, \"trend_lower\": 4.3611142189453425, \"trend_upper\": 4.3760134372770105, \"additive_terms\": -0.20222256163130653, \"additive_terms_lower\": -0.20222256163130653, \"additive_terms_upper\": -0.20222256163130653, \"yearly\": -0.20222256163130653, \"yearly_lower\": -0.20222256163130653, \"yearly_upper\": -0.20222256163130653, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.166798520484995, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 4.357585088197534, \"yhat_lower\": 0.7884968153491777, \"yhat_upper\": 7.76100900153732, \"trend_lower\": 4.348822387057817, \"trend_upper\": 4.365229599578299, \"additive_terms\": -0.11760587049856074, \"additive_terms_lower\": -0.11760587049856074, \"additive_terms_upper\": -0.11760587049856074, \"yearly\": -0.11760587049856074, \"yearly_lower\": -0.11760587049856074, \"yearly_upper\": -0.11760587049856074, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.2399792176989735, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 4.346149094278766, \"yhat_lower\": 1.3707339756951575, \"yhat_upper\": 8.50745273470145, \"trend_lower\": 4.33633983764792, \"trend_upper\": 4.354742219178866, \"additive_terms\": 0.1809587727238764, \"additive_terms_lower\": 0.1809587727238764, \"additive_terms_upper\": 0.1809587727238764, \"yearly\": 0.1809587727238764, \"yearly_lower\": 0.1809587727238764, \"yearly_upper\": 0.1809587727238764, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.527107867002642, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-18T00:00:00\", \"trend\": 4.33471310036, \"yhat_lower\": 0.9294311659373158, \"yhat_upper\": 8.076400574127213, \"trend_lower\": 4.323896876148068, \"trend_upper\": 4.34428923527337, \"additive_terms\": 0.2123351914862319, \"additive_terms_lower\": 0.2123351914862319, \"additive_terms_upper\": 0.2123351914862319, \"yearly\": 0.2123351914862319, \"yearly_lower\": 0.2123351914862319, \"yearly_upper\": 0.2123351914862319, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.547048291846232, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-25T00:00:00\", \"trend\": 4.323277106441233, \"yhat_lower\": 0.36166380937124865, \"yhat_upper\": 7.229461128002493, \"trend_lower\": 4.31137631720207, \"trend_upper\": 4.33370780751102, \"additive_terms\": -0.465841570494474, \"additive_terms_lower\": -0.465841570494474, \"additive_terms_upper\": -0.465841570494474, \"yearly\": -0.465841570494474, \"yearly_lower\": -0.465841570494474, \"yearly_upper\": -0.465841570494474, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.8574355359467587, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-01T00:00:00\", \"trend\": 4.311841112522465, \"yhat_lower\": -0.8615798689475955, \"yhat_upper\": 6.646023917786212, \"trend_lower\": 4.298950034120616, \"trend_upper\": 4.323073077505879, \"additive_terms\": -1.5986832445490315, \"additive_terms_lower\": -1.5986832445490315, \"additive_terms_upper\": -1.5986832445490315, \"yearly\": -1.5986832445490315, \"yearly_lower\": -1.5986832445490315, \"yearly_upper\": -1.5986832445490315, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.713157867973434, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 4.300405118603697, \"yhat_lower\": -1.502998746972577, \"yhat_upper\": 5.297155669631427, \"trend_lower\": 4.286191125773229, \"trend_upper\": 4.312750286165007, \"additive_terms\": -2.3214259639131622, \"additive_terms_lower\": -2.3214259639131622, \"additive_terms_upper\": -2.3214259639131622, \"yearly\": -2.3214259639131622, \"yearly_lower\": -2.3214259639131622, \"yearly_upper\": -2.3214259639131622, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9789791546905349, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 4.288969124684931, \"yhat_lower\": -1.0440500461691826, \"yhat_upper\": 5.700151828864428, \"trend_lower\": 4.273207770857825, \"trend_upper\": 4.302236251633177, \"additive_terms\": -2.005724462622883, \"additive_terms_lower\": -2.005724462622883, \"additive_terms_upper\": -2.005724462622883, \"yearly\": -2.005724462622883, \"yearly_lower\": -2.005724462622883, \"yearly_upper\": -2.005724462622883, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2832446620620477, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-22T00:00:00\", \"trend\": 4.277533130766164, \"yhat_lower\": -0.4275058026434918, \"yhat_upper\": 7.076488245487097, \"trend_lower\": 4.2602263392988275, \"trend_upper\": 4.291799363664678, \"additive_terms\": -0.9321660941558373, \"additive_terms_lower\": -0.9321660941558373, \"additive_terms_upper\": -0.9321660941558373, \"yearly\": -0.9321660941558373, \"yearly_lower\": -0.9321660941558373, \"yearly_upper\": -0.9321660941558373, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3453670366103267, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-29T00:00:00\", \"trend\": 4.266097136847398, \"yhat_lower\": 1.0271595974476697, \"yhat_upper\": 7.769600240730119, \"trend_lower\": 4.247298399620639, \"trend_upper\": 4.281928777479136, \"additive_terms\": -0.008808303601081337, \"additive_terms_lower\": -0.008808303601081337, \"additive_terms_upper\": -0.008808303601081337, \"yearly\": -0.008808303601081337, \"yearly_lower\": -0.008808303601081337, \"yearly_upper\": -0.008808303601081337, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.257288833246316, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-08T00:00:00\", \"trend\": 3.5629697963154263, \"yhat_lower\": 0.8854844757297327, \"yhat_upper\": 7.744332257658241, \"trend_lower\": 3.5629697963154263, \"trend_upper\": 3.5629697963154263, \"additive_terms\": 0.6326147961505729, \"additive_terms_lower\": 0.6326147961505729, \"additive_terms_upper\": 0.6326147961505729, \"yearly\": 0.6326147961505729, \"yearly_lower\": 0.6326147961505729, \"yearly_upper\": 0.6326147961505729, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.195584592465999, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-15T00:00:00\", \"trend\": 3.5447131870278348, \"yhat_lower\": 0.1477378040939503, \"yhat_upper\": 6.925160218904986, \"trend_lower\": 3.5447131870278348, \"trend_upper\": 3.5447131870278348, \"additive_terms\": 0.026530325697303438, \"additive_terms_lower\": 0.026530325697303438, \"additive_terms_upper\": 0.026530325697303438, \"yearly\": 0.026530325697303438, \"yearly_lower\": 0.026530325697303438, \"yearly_upper\": 0.026530325697303438, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.5712435127251383, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-22T00:00:00\", \"trend\": 3.526456577740245, \"yhat_lower\": -0.18541433270308438, \"yhat_upper\": 6.775415541626451, \"trend_lower\": 3.526456577740245, \"trend_upper\": 3.526456577740245, \"additive_terms\": -0.1653075781968353, \"additive_terms_lower\": -0.1653075781968353, \"additive_terms_upper\": -0.1653075781968353, \"yearly\": -0.1653075781968353, \"yearly_lower\": -0.1653075781968353, \"yearly_upper\": -0.1653075781968353, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.36114899954341, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-29T00:00:00\", \"trend\": 3.5081999684526535, \"yhat_lower\": -0.4002265608197384, \"yhat_upper\": 6.733656369496433, \"trend_lower\": 3.5081999684526535, \"trend_upper\": 3.5081999684526535, \"additive_terms\": -0.193149457446815, \"additive_terms_lower\": -0.193149457446815, \"additive_terms_upper\": -0.193149457446815, \"yearly\": -0.193149457446815, \"yearly_lower\": -0.193149457446815, \"yearly_upper\": -0.193149457446815, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3150505110058384, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-05T00:00:00\", \"trend\": 3.4899433591650637, \"yhat_lower\": -0.18501864917949415, \"yhat_upper\": 6.612805711603918, \"trend_lower\": 3.4899433591650637, \"trend_upper\": 3.4899433591650637, \"additive_terms\": -0.22526018492947827, \"additive_terms_lower\": -0.22526018492947827, \"additive_terms_upper\": -0.22526018492947827, \"yearly\": -0.22526018492947827, \"yearly_lower\": -0.22526018492947827, \"yearly_upper\": -0.22526018492947827, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2646831742355853, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-12T00:00:00\", \"trend\": 3.4716867498774717, \"yhat_lower\": -0.1418335110629819, \"yhat_upper\": 6.773928896484741, \"trend_lower\": 3.4716867498774717, \"trend_upper\": 3.4716867498774717, \"additive_terms\": -0.13427829057514454, \"additive_terms_lower\": -0.13427829057514454, \"additive_terms_upper\": -0.13427829057514454, \"yearly\": -0.13427829057514454, \"yearly_lower\": -0.13427829057514454, \"yearly_upper\": -0.13427829057514454, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.337408459302327, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-19T00:00:00\", \"trend\": 3.453430140589882, \"yhat_lower\": 0.2762677730603998, \"yhat_upper\": 7.1760701223576735, \"trend_lower\": 3.453430140589882, \"trend_upper\": 3.453430140589882, \"additive_terms\": 0.19264066374092412, \"additive_terms_lower\": 0.19264066374092412, \"additive_terms_upper\": 0.19264066374092412, \"yearly\": 0.19264066374092412, \"yearly_lower\": 0.19264066374092412, \"yearly_upper\": 0.19264066374092412, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.646070804330806, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-26T00:00:00\", \"trend\": 3.4351735313022904, \"yhat_lower\": 0.54221624013575, \"yhat_upper\": 7.348556254820083, \"trend_lower\": 3.4351735313022904, \"trend_upper\": 3.4351735313022904, \"additive_terms\": 0.5017603870697843, \"additive_terms_lower\": 0.5017603870697843, \"additive_terms_upper\": 0.5017603870697843, \"yearly\": 0.5017603870697843, \"yearly_lower\": 0.5017603870697843, \"yearly_upper\": 0.5017603870697843, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.9369339183720746, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-02T00:00:00\", \"trend\": 3.4169169220147007, \"yhat_lower\": 0.18891886840857514, \"yhat_upper\": 7.27974153563367, \"trend_lower\": 3.4169169220147007, \"trend_upper\": 3.4169169220147007, \"additive_terms\": 0.34744488822065406, \"additive_terms_lower\": 0.34744488822065406, \"additive_terms_upper\": 0.34744488822065406, \"yearly\": 0.34744488822065406, \"yearly_lower\": 0.34744488822065406, \"yearly_upper\": 0.34744488822065406, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.764361810235355, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-09T00:00:00\", \"trend\": 3.398660312727109, \"yhat_lower\": -0.5434408520298736, \"yhat_upper\": 6.481436864620753, \"trend_lower\": 3.398660312727109, \"trend_upper\": 3.398660312727109, \"additive_terms\": -0.35407107472663835, \"additive_terms_lower\": -0.35407107472663835, \"additive_terms_upper\": -0.35407107472663835, \"yearly\": -0.35407107472663835, \"yearly_lower\": -0.35407107472663835, \"yearly_upper\": -0.35407107472663835, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0445892380004707, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-16T00:00:00\", \"trend\": 3.380403703439517, \"yhat_lower\": -1.137110631177348, \"yhat_upper\": 6.006859846139532, \"trend_lower\": 3.380403703439517, \"trend_upper\": 3.380403703439517, \"additive_terms\": -1.1064479619099152, \"additive_terms_lower\": -1.1064479619099152, \"additive_terms_upper\": -1.1064479619099152, \"yearly\": -1.1064479619099152, \"yearly_lower\": -1.1064479619099152, \"yearly_upper\": -1.1064479619099152, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.273955741529602, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-23T00:00:00\", \"trend\": 3.3621470941519274, \"yhat_lower\": -1.3799468384797458, \"yhat_upper\": 5.73858660237026, \"trend_lower\": 3.3621470941519274, \"trend_upper\": 3.3621470941519274, \"additive_terms\": -1.3023282713740825, \"additive_terms_lower\": -1.3023282713740825, \"additive_terms_upper\": -1.3023282713740825, \"yearly\": -1.3023282713740825, \"yearly_lower\": -1.3023282713740825, \"yearly_upper\": -1.3023282713740825, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.059818822777845, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-02T00:00:00\", \"trend\": 3.343890484864338, \"yhat_lower\": -1.050342858101903, \"yhat_upper\": 5.8918905224927824, \"trend_lower\": 3.343890484864338, \"trend_upper\": 3.343890484864338, \"additive_terms\": -0.8694298105233953, \"additive_terms_lower\": -0.8694298105233953, \"additive_terms_upper\": -0.8694298105233953, \"yearly\": -0.8694298105233953, \"yearly_lower\": -0.8694298105233953, \"yearly_upper\": -0.8694298105233953, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4744606743409427, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-09T00:00:00\", \"trend\": 3.325633875576746, \"yhat_lower\": -0.335991837371464, \"yhat_upper\": 6.5949405025378605, \"trend_lower\": 3.325633875576746, \"trend_upper\": 3.325633875576746, \"additive_terms\": -0.3269272060173187, \"additive_terms_lower\": -0.3269272060173187, \"additive_terms_upper\": -0.3269272060173187, \"yearly\": -0.3269272060173187, \"yearly_lower\": -0.3269272060173187, \"yearly_upper\": -0.3269272060173187, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9987066695594273, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-16T00:00:00\", \"trend\": 3.3073772662891567, \"yhat_lower\": -0.27470653450478655, \"yhat_upper\": 6.5317884237703145, \"trend_lower\": 3.3073772662891567, \"trend_upper\": 3.3073772662891567, \"additive_terms\": -0.18663526511757125, \"additive_terms_lower\": -0.18663526511757125, \"additive_terms_upper\": -0.18663526511757125, \"yearly\": -0.18663526511757125, \"yearly_lower\": -0.18663526511757125, \"yearly_upper\": -0.18663526511757125, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.1207420011715854, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-23T00:00:00\", \"trend\": 3.2891206570015648, \"yhat_lower\": -0.6683480937730426, \"yhat_upper\": 6.311215734823294, \"trend_lower\": 3.2891206570015648, \"trend_upper\": 3.2891206570015648, \"additive_terms\": -0.4214034411693267, \"additive_terms_lower\": -0.4214034411693267, \"additive_terms_upper\": -0.4214034411693267, \"yearly\": -0.4214034411693267, \"yearly_lower\": -0.4214034411693267, \"yearly_upper\": -0.4214034411693267, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.867717215832238, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-30T00:00:00\", \"trend\": 3.2708640477139728, \"yhat_lower\": -0.7476110225923991, \"yhat_upper\": 6.221285484318342, \"trend_lower\": 3.2708640477139728, \"trend_upper\": 3.2708640477139728, \"additive_terms\": -0.6097617348992614, \"additive_terms_lower\": -0.6097617348992614, \"additive_terms_upper\": -0.6097617348992614, \"yearly\": -0.6097617348992614, \"yearly_lower\": -0.6097617348992614, \"yearly_upper\": -0.6097617348992614, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6611023128147115, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-06T00:00:00\", \"trend\": 3.2526074384263834, \"yhat_lower\": -0.8980967786437648, \"yhat_upper\": 6.435168973922477, \"trend_lower\": 3.2526074384263834, \"trend_upper\": 3.2526074384263834, \"additive_terms\": -0.5094603201701505, \"additive_terms_lower\": -0.5094603201701505, \"additive_terms_upper\": -0.5094603201701505, \"yearly\": -0.5094603201701505, \"yearly_lower\": -0.5094603201701505, \"yearly_upper\": -0.5094603201701505, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.743147118256233, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 3.2343508291387915, \"yhat_lower\": -0.49781750376155537, \"yhat_upper\": 6.189492595558429, \"trend_lower\": 3.2343508291387915, \"trend_upper\": 3.2343508291387915, \"additive_terms\": -0.30957391079623187, \"additive_terms_lower\": -0.30957391079623187, \"additive_terms_upper\": -0.30957391079623187, \"yearly\": -0.30957391079623187, \"yearly_lower\": -0.30957391079623187, \"yearly_upper\": -0.30957391079623187, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.92477691834256, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 3.216094219851202, \"yhat_lower\": -0.6024085041536665, \"yhat_upper\": 6.321716767316934, \"trend_lower\": 3.216094219851202, \"trend_upper\": 3.216094219851202, \"additive_terms\": -0.28397534182160955, \"additive_terms_lower\": -0.28397534182160955, \"additive_terms_upper\": -0.28397534182160955, \"yearly\": -0.28397534182160955, \"yearly_lower\": -0.28397534182160955, \"yearly_upper\": -0.28397534182160955, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9321188780295926, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 3.19783761056361, \"yhat_lower\": -0.6766651399296505, \"yhat_upper\": 6.412667166158678, \"trend_lower\": 3.19783761056361, \"trend_upper\": 3.19783761056361, \"additive_terms\": -0.3734662664982317, \"additive_terms_lower\": -0.3734662664982317, \"additive_terms_upper\": -0.3734662664982317, \"yearly\": -0.3734662664982317, \"yearly_lower\": -0.3734662664982317, \"yearly_upper\": -0.3734662664982317, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8243713440653786, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 3.1795810012760204, \"yhat_lower\": -0.5888862361079985, \"yhat_upper\": 6.259642528792856, \"trend_lower\": 3.1795810012760204, \"trend_upper\": 3.1795810012760204, \"additive_terms\": -0.29694253380576596, \"additive_terms_lower\": -0.29694253380576596, \"additive_terms_upper\": -0.29694253380576596, \"yearly\": -0.29694253380576596, \"yearly_lower\": -0.29694253380576596, \"yearly_upper\": -0.29694253380576596, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8826384674702545, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 3.161324391988429, \"yhat_lower\": -0.49669333846650526, \"yhat_upper\": 6.611760836652441, \"trend_lower\": 3.161324391988429, \"trend_upper\": 3.161324391988429, \"additive_terms\": -0.04337524234222223, \"additive_terms_lower\": -0.04337524234222223, \"additive_terms_upper\": -0.04337524234222223, \"yearly\": -0.04337524234222223, \"yearly_lower\": -0.04337524234222223, \"yearly_upper\": -0.04337524234222223, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.117949149646207, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-18T00:00:00\", \"trend\": 3.143067782700837, \"yhat_lower\": -0.2590476023443015, \"yhat_upper\": 6.634289441979918, \"trend_lower\": 3.143067782700837, \"trend_upper\": 3.143067782700837, \"additive_terms\": -0.030755143919778852, \"additive_terms_lower\": -0.030755143919778852, \"additive_terms_upper\": -0.030755143919778852, \"yearly\": -0.030755143919778852, \"yearly_lower\": -0.030755143919778852, \"yearly_upper\": -0.030755143919778852, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.112312638781058, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-25T00:00:00\", \"trend\": 3.1248111734132475, \"yhat_lower\": -0.9685929010124135, \"yhat_upper\": 5.753365667568414, \"trend_lower\": 3.1248111734132475, \"trend_upper\": 3.1248111734132475, \"additive_terms\": -0.6190305554838285, \"additive_terms_lower\": -0.6190305554838285, \"additive_terms_upper\": -0.6190305554838285, \"yearly\": -0.6190305554838285, \"yearly_lower\": -0.6190305554838285, \"yearly_upper\": -0.6190305554838285, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5057806179294193, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-01T00:00:00\", \"trend\": 3.1065545641256556, \"yhat_lower\": -2.0928598774628386, \"yhat_upper\": 5.311511977318683, \"trend_lower\": 3.1065545641256556, \"trend_upper\": 3.1065545641256556, \"additive_terms\": -1.5441143770825256, \"additive_terms_lower\": -1.5441143770825256, \"additive_terms_upper\": -1.5441143770825256, \"yearly\": -1.5441143770825256, \"yearly_lower\": -1.5441143770825256, \"yearly_upper\": -1.5441143770825256, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.56244018704313, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 3.088297954838066, \"yhat_lower\": -2.319415501467946, \"yhat_upper\": 4.437671627194091, \"trend_lower\": 3.088297954838066, \"trend_upper\": 3.088297954838066, \"additive_terms\": -2.0406394917229638, \"additive_terms_lower\": -2.0406394917229638, \"additive_terms_upper\": -2.0406394917229638, \"yearly\": -2.0406394917229638, \"yearly_lower\": -2.0406394917229638, \"yearly_upper\": -2.0406394917229638, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.047658463115102, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 3.0700413455504743, \"yhat_lower\": -1.906620311418785, \"yhat_upper\": 4.915521729384698, \"trend_lower\": 3.0700413455504743, \"trend_upper\": 3.0700413455504743, \"additive_terms\": -1.616822024318338, \"additive_terms_lower\": -1.616822024318338, \"additive_terms_upper\": -1.616822024318338, \"yearly\": -1.616822024318338, \"yearly_lower\": -1.616822024318338, \"yearly_upper\": -1.616822024318338, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.4532193212321363, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-22T00:00:00\", \"trend\": 3.0517847362628845, \"yhat_lower\": -0.827556239734428, \"yhat_upper\": 6.067839488175878, \"trend_lower\": 3.0517847362628845, \"trend_upper\": 3.0517847362628845, \"additive_terms\": -0.610791323620117, \"additive_terms_lower\": -0.610791323620117, \"additive_terms_upper\": -0.610791323620117, \"yearly\": -0.610791323620117, \"yearly_lower\": -0.610791323620117, \"yearly_upper\": -0.610791323620117, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4409934126427677, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-29T00:00:00\", \"trend\": 3.033528126975293, \"yhat_lower\": -0.3939121438085702, \"yhat_upper\": 6.730046642684786, \"trend_lower\": 3.033528126975293, \"trend_upper\": 3.033528126975293, \"additive_terms\": 0.138739428865642, \"additive_terms_lower\": 0.138739428865642, \"additive_terms_upper\": 0.138739428865642, \"yearly\": 0.138739428865642, \"yearly_lower\": 0.138739428865642, \"yearly_upper\": 0.138739428865642, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.172267555840935, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-08T00:00:00\", \"trend\": 2.969082755140759, \"yhat_lower\": 0.07795541690979327, \"yhat_upper\": 7.043875654024872, \"trend_lower\": 2.969082755140759, \"trend_upper\": 2.969082755140759, \"additive_terms\": 0.48267604017915383, \"additive_terms_lower\": 0.48267604017915383, \"additive_terms_upper\": 0.48267604017915383, \"yearly\": 0.48267604017915383, \"yearly_lower\": 0.48267604017915383, \"yearly_upper\": 0.48267604017915383, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.451758795319913, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-15T00:00:00\", \"trend\": 2.944490199221961, \"yhat_lower\": -0.7597613632190886, \"yhat_upper\": 6.40048028622537, \"trend_lower\": 2.944490199221961, \"trend_upper\": 2.944490199221961, \"additive_terms\": -0.13563026078447113, \"additive_terms_lower\": -0.13563026078447113, \"additive_terms_upper\": -0.13563026078447113, \"yearly\": -0.13563026078447113, \"yearly_lower\": -0.13563026078447113, \"yearly_upper\": -0.13563026078447113, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.80885993843749, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-22T00:00:00\", \"trend\": 2.9198976433031634, \"yhat_lower\": -0.5968982255940107, \"yhat_upper\": 6.459587464626562, \"trend_lower\": 2.9198976433031634, \"trend_upper\": 2.9198976433031634, \"additive_terms\": -0.250928844550011, \"additive_terms_lower\": -0.250928844550011, \"additive_terms_upper\": -0.250928844550011, \"yearly\": -0.250928844550011, \"yearly_lower\": -0.250928844550011, \"yearly_upper\": -0.250928844550011, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6689687987531525, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-29T00:00:00\", \"trend\": 2.895305087384365, \"yhat_lower\": -0.4709181486638317, \"yhat_upper\": 6.098937302716722, \"trend_lower\": 2.895305087384365, \"trend_upper\": 2.895305087384365, \"additive_terms\": -0.08617360132850777, \"additive_terms_lower\": -0.08617360132850777, \"additive_terms_upper\": -0.08617360132850777, \"yearly\": -0.08617360132850777, \"yearly_lower\": -0.08617360132850777, \"yearly_upper\": -0.08617360132850777, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.809131486055857, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-05T00:00:00\", \"trend\": 2.870712531465567, \"yhat_lower\": -0.4732657749557677, \"yhat_upper\": 6.258593182702722, \"trend_lower\": 2.870712531465567, \"trend_upper\": 2.870712531465567, \"additive_terms\": 0.06469982784312953, \"additive_terms_lower\": 0.06469982784312953, \"additive_terms_upper\": 0.06469982784312953, \"yearly\": 0.06469982784312953, \"yearly_lower\": 0.06469982784312953, \"yearly_upper\": 0.06469982784312953, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9354123593086965, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-12T00:00:00\", \"trend\": 2.8461199755467668, \"yhat_lower\": -0.43765659930602696, \"yhat_upper\": 6.534856364561988, \"trend_lower\": 2.8461199755467668, \"trend_upper\": 2.8461199755467668, \"additive_terms\": 0.16760656260234902, \"additive_terms_lower\": 0.16760656260234902, \"additive_terms_upper\": 0.16760656260234902, \"yearly\": 0.16760656260234902, \"yearly_lower\": 0.16760656260234902, \"yearly_upper\": 0.16760656260234902, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0137265381491156, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-19T00:00:00\", \"trend\": 2.821527419627969, \"yhat_lower\": -0.1941279410621857, \"yhat_upper\": 6.635573549425226, \"trend_lower\": 2.821527419627969, \"trend_upper\": 2.821527419627969, \"additive_terms\": 0.3259842297869939, \"additive_terms_lower\": 0.3259842297869939, \"additive_terms_upper\": 0.3259842297869939, \"yearly\": 0.3259842297869939, \"yearly_lower\": 0.3259842297869939, \"yearly_upper\": 0.3259842297869939, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.147511649414963, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-26T00:00:00\", \"trend\": 2.7969348637091707, \"yhat_lower\": -0.10559319046919556, \"yhat_upper\": 6.743186246648626, \"trend_lower\": 2.7969348637091707, \"trend_upper\": 2.7969348637091707, \"additive_terms\": 0.4628779762159301, \"additive_terms_lower\": 0.4628779762159301, \"additive_terms_upper\": 0.4628779762159301, \"yearly\": 0.4628779762159301, \"yearly_lower\": 0.4628779762159301, \"yearly_upper\": 0.4628779762159301, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2598128399251007, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-02T00:00:00\", \"trend\": 2.772342307790373, \"yhat_lower\": -0.3627905174129917, \"yhat_upper\": 6.285320467560286, \"trend_lower\": 2.772342307790373, \"trend_upper\": 2.772342307790373, \"additive_terms\": 0.3170541179505539, \"additive_terms_lower\": 0.3170541179505539, \"additive_terms_upper\": 0.3170541179505539, \"yearly\": 0.3170541179505539, \"yearly_lower\": 0.3170541179505539, \"yearly_upper\": 0.3170541179505539, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0893964257409268, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-09T00:00:00\", \"trend\": 2.7477497518715746, \"yhat_lower\": -0.7158261475329889, \"yhat_upper\": 5.779431855908485, \"trend_lower\": 2.7477497518715746, \"trend_upper\": 2.7477497518715746, \"additive_terms\": -0.20192497426236566, \"additive_terms_lower\": -0.20192497426236566, \"additive_terms_upper\": -0.20192497426236566, \"yearly\": -0.20192497426236566, \"yearly_lower\": -0.20192497426236566, \"yearly_upper\": -0.20192497426236566, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5458247776092087, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-16T00:00:00\", \"trend\": 2.7231571959527745, \"yhat_lower\": -1.648225935778237, \"yhat_upper\": 5.455300944767975, \"trend_lower\": 2.7231571959527745, \"trend_upper\": 2.7231571959527745, \"additive_terms\": -0.787518322517996, \"additive_terms_lower\": -0.787518322517996, \"additive_terms_upper\": -0.787518322517996, \"yearly\": -0.787518322517996, \"yearly_lower\": -0.787518322517996, \"yearly_upper\": -0.787518322517996, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9356388734347785, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-23T00:00:00\", \"trend\": 2.6985646400339762, \"yhat_lower\": -1.9224417889405907, \"yhat_upper\": 5.028641014081704, \"trend_lower\": 2.6985646400339762, \"trend_upper\": 2.6985646400339762, \"additive_terms\": -0.9975497073435616, 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\"1930-03-09T00:00:00\", \"trend\": 2.6493795281963806, \"yhat_lower\": -1.1055901349099724, \"yhat_upper\": 5.7418320350788585, \"trend_lower\": 2.6493795281963806, \"trend_upper\": 2.6493795281963806, \"additive_terms\": -0.3221386818217267, \"additive_terms_lower\": -0.3221386818217267, \"additive_terms_upper\": -0.3221386818217267, \"yearly\": -0.3221386818217267, \"yearly_lower\": -0.3221386818217267, \"yearly_upper\": -0.3221386818217267, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.3272408463746537, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-16T00:00:00\", \"trend\": 2.6247869722775823, \"yhat_lower\": -0.8958428102844131, \"yhat_upper\": 5.784254766839604, \"trend_lower\": 2.6247869722775823, \"trend_upper\": 2.6247869722775823, \"additive_terms\": -0.17352238514020235, \"additive_terms_lower\": -0.17352238514020235, \"additive_terms_upper\": -0.17352238514020235, \"yearly\": -0.17352238514020235, 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\"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1555539425001418, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 2.526416748602388, \"yhat_lower\": -1.2354925281454834, \"yhat_upper\": 5.553476506196495, \"trend_lower\": 2.526416748602388, \"trend_upper\": 2.526416748602388, \"additive_terms\": -0.26232885408630147, \"additive_terms_lower\": -0.26232885408630147, \"additive_terms_upper\": -0.26232885408630147, \"yearly\": -0.26232885408630147, \"yearly_lower\": -0.26232885408630147, \"yearly_upper\": -0.26232885408630147, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2640878945160865, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 2.50182419268359, \"yhat_lower\": -1.0508012270385243, \"yhat_upper\": 5.668552833643678, \"trend_lower\": 2.50182419268359, \"trend_upper\": 2.50182419268359, \"additive_terms\": -0.2326150793780688, 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\"1930-05-04T00:00:00\", \"trend\": 2.452639080845994, \"yhat_lower\": -1.2079998226008377, \"yhat_upper\": 5.874180225491123, \"trend_lower\": 2.452639080845994, \"trend_upper\": 2.452639080845994, \"additive_terms\": -0.1485109454885649, \"additive_terms_lower\": -0.1485109454885649, \"additive_terms_upper\": -0.1485109454885649, \"yearly\": -0.1485109454885649, \"yearly_lower\": -0.1485109454885649, \"yearly_upper\": -0.1485109454885649, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.304128135357429, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 2.4280465249271956, \"yhat_lower\": -0.8011891892889313, \"yhat_upper\": 6.002405740978664, \"trend_lower\": 2.4280465249271956, \"trend_upper\": 2.4280465249271956, \"additive_terms\": 0.06975923221364162, \"additive_terms_lower\": 0.06975923221364162, \"additive_terms_upper\": 0.06975923221364162, \"yearly\": 0.06975923221364162, 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0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.932434192668381, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 2.329676301252001, \"yhat_lower\": -3.1966088397698416, \"yhat_upper\": 3.593023374351328, \"trend_lower\": 2.329676301252001, \"trend_upper\": 2.329676301252001, \"additive_terms\": -1.8897202603606635, \"additive_terms_lower\": -1.8897202603606635, \"additive_terms_upper\": -1.8897202603606635, \"yearly\": -1.8897202603606635, \"yearly_lower\": -1.8897202603606635, \"yearly_upper\": -1.8897202603606635, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.43995604089133766, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 2.3050837453332034, \"yhat_lower\": -2.5416150858487025, \"yhat_upper\": 4.157678491597584, \"trend_lower\": 2.3050837453332034, \"trend_upper\": 2.3050837453332034, \"additive_terms\": -1.5005794583237986, \"additive_terms_lower\": 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2.255898633495605, \"yhat_lower\": -0.7486377971967266, \"yhat_upper\": 6.013845290299746, \"trend_lower\": 2.255898633495605, \"trend_upper\": 2.255898633495605, \"additive_terms\": 0.21536548244354162, \"additive_terms_lower\": 0.21536548244354162, \"additive_terms_upper\": 0.21536548244354162, \"yearly\": 0.21536548244354162, \"yearly_lower\": 0.21536548244354162, \"yearly_upper\": 0.21536548244354162, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.471264115939147, \"label\": \"Forecast\"}], \"data-b6572e82a147d056cdcf91a7882ce58c\": [{\"ds\": \"1930-07-06T00:00:00\", \"trend\": 4.254661142928629, \"yhat_lower\": 0.9013108639236247, \"yhat_upper\": 7.97280367568507, \"trend_lower\": 4.234406284354544, \"trend_upper\": 4.272000365775309, \"additive_terms\": 0.1445970077272133, \"additive_terms_lower\": 0.1445970077272133, \"additive_terms_upper\": 0.1445970077272133, \"yearly\": 0.1445970077272133, 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0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.157918794876576, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-13T00:00:00\", \"trend\": 2.997014908400111, \"yhat_lower\": -0.8511374540146415, \"yhat_upper\": 6.105566368929375, \"trend_lower\": 2.997014908400111, \"trend_upper\": 2.997014908400111, \"additive_terms\": -0.33596362881336334, \"additive_terms_lower\": -0.33596362881336334, \"additive_terms_upper\": -0.33596362881336334, \"yearly\": -0.33596362881336334, \"yearly_lower\": -0.33596362881336334, \"yearly_upper\": -0.33596362881336334, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.661051279586748, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-20T00:00:00\", \"trend\": 2.9787582991125197, \"yhat_lower\": -1.1641326314576004, \"yhat_upper\": 5.636568815506745, \"trend_lower\": 2.9787582991125197, \"trend_upper\": 2.9787582991125197, \"additive_terms\": -0.7311466268551301, \"additive_terms_lower\": 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2.94224508053734, \"yhat_lower\": -1.3673440521885956, \"yhat_upper\": 5.2934423970922095, \"trend_lower\": 2.94224508053734, \"trend_upper\": 2.94224508053734, \"additive_terms\": -0.9854304320506848, \"additive_terms_lower\": -0.9854304320506848, \"additive_terms_upper\": -0.9854304320506848, \"yearly\": -0.9854304320506848, \"yearly_lower\": -0.9854304320506848, \"yearly_upper\": -0.9854304320506848, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9568146484866553, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-10T00:00:00\", \"trend\": 2.9239884712497486, \"yhat_lower\": -1.8385992016053276, \"yhat_upper\": 4.893430613023229, \"trend_lower\": 2.9239884712497486, \"trend_upper\": 2.9239884712497486, \"additive_terms\": -1.3110200671252927, \"additive_terms_lower\": -1.3110200671252927, \"additive_terms_upper\": -1.3110200671252927, \"yearly\": -1.3110200671252927, \"yearly_lower\": -1.3110200671252927, \"yearly_upper\": -1.3110200671252927, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6129684041244559, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-17T00:00:00\", \"trend\": 2.905731861962159, \"yhat_lower\": -2.296429286203682, \"yhat_upper\": 4.699365392805445, \"trend_lower\": 2.905731861962159, \"trend_upper\": 2.905731861962159, \"additive_terms\": -1.5671772653872913, \"additive_terms_lower\": -1.5671772653872913, \"additive_terms_upper\": -1.5671772653872913, \"yearly\": -1.5671772653872913, \"yearly_lower\": -1.5671772653872913, \"yearly_upper\": -1.5671772653872913, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.3385545965748675, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-24T00:00:00\", \"trend\": 2.887475252674567, \"yhat_lower\": -1.7921899428159802, \"yhat_upper\": 4.957060353191421, \"trend_lower\": 2.887475252674567, \"trend_upper\": 2.887475252674567, \"additive_terms\": -1.3344610835681119, \"additive_terms_lower\": -1.3344610835681119, \"additive_terms_upper\": -1.3344610835681119, \"yearly\": -1.3344610835681119, \"yearly_lower\": -1.3344610835681119, \"yearly_upper\": -1.3344610835681119, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.553014169106455, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-31T00:00:00\", \"trend\": 2.8692186433869775, \"yhat_lower\": -1.2101685624254361, \"yhat_upper\": 5.789409414975865, \"trend_lower\": 2.8692186433869775, \"trend_upper\": 2.8692186433869775, \"additive_terms\": -0.627415317906977, \"additive_terms_lower\": -0.627415317906977, \"additive_terms_upper\": -0.627415317906977, \"yearly\": -0.627415317906977, \"yearly_lower\": -0.627415317906977, \"yearly_upper\": -0.627415317906977, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2418033254800003, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-07T00:00:00\", \"trend\": 2.8509620340993855, \"yhat_lower\": -0.47893913925452886, \"yhat_upper\": 6.153628635392143, \"trend_lower\": 2.8507945854018386, \"trend_upper\": 2.8509977588332247, \"additive_terms\": 0.043311951511283114, \"additive_terms_lower\": 0.043311951511283114, \"additive_terms_upper\": 0.043311951511283114, \"yearly\": 0.043311951511283114, \"yearly_lower\": 0.043311951511283114, \"yearly_upper\": 0.043311951511283114, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8942739856106687, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-14T00:00:00\", \"trend\": 2.832705424811796, \"yhat_lower\": -0.5864347171072141, \"yhat_upper\": 6.433285912149974, \"trend_lower\": 2.8320469132697177, \"trend_upper\": 2.8330479277923097, \"additive_terms\": 0.2690797565348196, \"additive_terms_lower\": 0.2690797565348196, \"additive_terms_upper\": 0.2690797565348196, \"yearly\": 0.2690797565348196, \"yearly_lower\": 0.2690797565348196, \"yearly_upper\": 0.2690797565348196, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.101785181346616, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-21T00:00:00\", \"trend\": 2.814448815524202, \"yhat_lower\": -0.5943624320782652, \"yhat_upper\": 6.558997994408717, \"trend_lower\": 2.8130781527079973, \"trend_upper\": 2.8151668736287534, \"additive_terms\": 0.25820398630969654, \"additive_terms_lower\": 0.25820398630969654, \"additive_terms_upper\": 0.25820398630969654, \"yearly\": 0.25820398630969654, \"yearly_lower\": 0.25820398630969654, \"yearly_upper\": 0.25820398630969654, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0726528018338986, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-28T00:00:00\", \"trend\": 2.7961922062366122, \"yhat_lower\": 0.024358947823917607, \"yhat_upper\": 6.889399163301795, \"trend_lower\": 2.794366717708908, \"trend_upper\": 2.797350351234941, \"additive_terms\": 0.5857359386936735, \"additive_terms_lower\": 0.5857359386936735, \"additive_terms_upper\": 0.5857359386936735, \"yearly\": 0.5857359386936735, \"yearly_lower\": 0.5857359386936735, \"yearly_upper\": 0.5857359386936735, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.381928144930286, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-05T00:00:00\", \"trend\": 2.7779355969490207, \"yhat_lower\": 0.7183117930317523, \"yhat_upper\": 7.720560361130927, \"trend_lower\": 2.775385556213105, \"trend_upper\": 2.779634985777923, \"additive_terms\": 1.451204391618444, \"additive_terms_lower\": 1.451204391618444, \"additive_terms_upper\": 1.451204391618444, \"yearly\": 1.451204391618444, \"yearly_lower\": 1.451204391618444, \"yearly_upper\": 1.451204391618444, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.229139988567464, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-12T00:00:00\", \"trend\": 2.759678987661431, \"yhat_lower\": 1.6426677324608214, \"yhat_upper\": 8.672686155517578, \"trend_lower\": 2.7562502696048456, \"trend_upper\": 2.7621375489449393, \"additive_terms\": 2.363031992336671, \"additive_terms_lower\": 2.363031992336671, \"additive_terms_upper\": 2.363031992336671, \"yearly\": 2.363031992336671, \"yearly_lower\": 2.363031992336671, \"yearly_upper\": 2.363031992336671, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.122710979998102, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-19T00:00:00\", \"trend\": 2.7414223783738394, \"yhat_lower\": 2.0337542313494543, \"yhat_upper\": 8.752812200688098, \"trend_lower\": 2.7370222910165714, \"trend_upper\": 2.744639650305132, \"additive_terms\": 2.6677621430178386, \"additive_terms_lower\": 2.6677621430178386, \"additive_terms_upper\": 2.6677621430178386, \"yearly\": 2.6677621430178386, \"yearly_lower\": 2.6677621430178386, \"yearly_upper\": 2.6677621430178386, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.409184521391678, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-26T00:00:00\", \"trend\": 2.7231657690862496, \"yhat_lower\": 1.405393382289374, \"yhat_upper\": 8.534480504185826, \"trend_lower\": 2.7175068763821173, \"trend_upper\": 2.727239558857947, \"additive_terms\": 2.3004357417797405, \"additive_terms_lower\": 2.3004357417797405, \"additive_terms_upper\": 2.3004357417797405, \"yearly\": 2.3004357417797405, \"yearly_lower\": 2.3004357417797405, \"yearly_upper\": 2.3004357417797405, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.023601510865991, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-02T00:00:00\", \"trend\": 2.7049091597986576, \"yhat_lower\": 1.1323275217800537, \"yhat_upper\": 8.00203690877364, \"trend_lower\": 2.6980164110101015, \"trend_upper\": 2.7099041543465736, \"additive_terms\": 1.847837344018073, \"additive_terms_lower\": 1.847837344018073, \"additive_terms_upper\": 1.847837344018073, \"yearly\": 1.847837344018073, \"yearly_lower\": 1.847837344018073, \"yearly_upper\": 1.847837344018073, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.5527465038167305, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-09T00:00:00\", \"trend\": 2.6866525505110683, \"yhat_lower\": 1.400409611450863, \"yhat_upper\": 7.956023325081456, \"trend_lower\": 2.678489845237633, \"trend_upper\": 2.6927022795765536, \"additive_terms\": 1.8493665353536108, \"additive_terms_lower\": 1.8493665353536108, \"additive_terms_upper\": 1.8493665353536108, \"yearly\": 1.8493665353536108, \"yearly_lower\": 1.8493665353536108, \"yearly_upper\": 1.8493665353536108, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.536019085864679, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-16T00:00:00\", \"trend\": 2.6683959412234763, \"yhat_lower\": 1.3504226809952558, \"yhat_upper\": 8.22315622442815, \"trend_lower\": 2.658928083940485, \"trend_upper\": 2.675500796873897, \"additive_terms\": 2.180226624402383, \"additive_terms_lower\": 2.180226624402383, \"additive_terms_upper\": 2.180226624402383, \"yearly\": 2.180226624402383, \"yearly_lower\": 2.180226624402383, \"yearly_upper\": 2.180226624402383, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.84862256562586, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-23T00:00:00\", \"trend\": 2.650139331935887, \"yhat_lower\": 1.460068553184278, \"yhat_upper\": 8.360905148989245, \"trend_lower\": 2.6393088929173003, \"trend_upper\": 2.658408024226182, \"additive_terms\": 2.2396767571887675, \"additive_terms_lower\": 2.2396767571887675, \"additive_terms_upper\": 2.2396767571887675, \"yearly\": 2.2396767571887675, \"yearly_lower\": 2.2396767571887675, \"yearly_upper\": 2.2396767571887675, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.889816089124654, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-30T00:00:00\", \"trend\": 2.631882722648295, \"yhat_lower\": 0.6942120373749929, \"yhat_upper\": 7.9741177205518285, \"trend_lower\": 2.6198986843591974, \"trend_upper\": 2.6416315874154432, \"additive_terms\": 1.6790027780318175, \"additive_terms_lower\": 1.6790027780318175, \"additive_terms_upper\": 1.6790027780318175, \"yearly\": 1.6790027780318175, \"yearly_lower\": 1.6790027780318175, \"yearly_upper\": 1.6790027780318175, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.310885500680112, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-07T00:00:00\", \"trend\": 2.6136261133607053, \"yhat_lower\": -0.25800403002577216, \"yhat_upper\": 6.949745070844639, \"trend_lower\": 2.6002643401139096, \"trend_upper\": 2.6245807972438504, \"additive_terms\": 0.7831622416272942, \"additive_terms_lower\": 0.7831622416272942, \"additive_terms_upper\": 0.7831622416272942, \"yearly\": 0.7831622416272942, \"yearly_lower\": 0.7831622416272942, \"yearly_upper\": 0.7831622416272942, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3967883549879994, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-14T00:00:00\", \"trend\": 2.5953695040731137, \"yhat_lower\": -0.7553289142973253, \"yhat_upper\": 6.1242512363498705, \"trend_lower\": 2.580309358439958, \"trend_upper\": 2.6075801154572087, \"additive_terms\": 0.10104611564885835, \"additive_terms_lower\": 0.10104611564885835, \"additive_terms_upper\": 0.10104611564885835, \"yearly\": 0.10104611564885835, \"yearly_lower\": 0.10104611564885835, \"yearly_upper\": 0.10104611564885835, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.696415619721972, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-21T00:00:00\", \"trend\": 2.577112894785524, \"yhat_lower\": -1.053479863561052, \"yhat_upper\": 6.231175562909882, \"trend_lower\": 2.560423743339414, \"trend_upper\": 2.5905919823401082, \"additive_terms\": -0.15202399912454873, \"additive_terms_lower\": -0.15202399912454873, \"additive_terms_upper\": -0.15202399912454873, \"yearly\": -0.15202399912454873, \"yearly_lower\": -0.15202399912454873, \"yearly_upper\": -0.15202399912454873, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4250888956609753, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-28T00:00:00\", \"trend\": 2.55885628549793, \"yhat_lower\": -0.997861360435868, \"yhat_upper\": 5.7257057298902065, \"trend_lower\": 2.540932431738678, \"trend_upper\": 2.5734599236030524, \"additive_terms\": -0.18848942499520469, \"additive_terms_lower\": -0.18848942499520469, \"additive_terms_upper\": -0.18848942499520469, \"yearly\": -0.18848942499520469, \"yearly_lower\": -0.18848942499520469, \"yearly_upper\": -0.18848942499520469, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.3703668605027257, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-04T00:00:00\", \"trend\": 2.5405996762103404, \"yhat_lower\": -0.9240351593219517, \"yhat_upper\": 5.850515280120213, \"trend_lower\": 2.5210118482155126, \"trend_upper\": 2.5567759599186215, \"additive_terms\": -0.22226313538903864, \"additive_terms_lower\": -0.22226313538903864, \"additive_terms_upper\": -0.22226313538903864, \"yearly\": -0.22226313538903864, \"yearly_lower\": -0.22226313538903864, \"yearly_upper\": 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2.5233664944377634, \"additive_terms\": 0.12300890222751253, \"additive_terms_lower\": 0.12300890222751253, \"additive_terms_upper\": 0.12300890222751253, \"yearly\": 0.12300890222751253, \"yearly_lower\": 0.12300890222751253, \"yearly_upper\": 0.12300890222751253, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.627095359862672, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-25T00:00:00\", \"trend\": 2.4858298483475694, \"yhat_lower\": -0.41370999587231194, \"yhat_upper\": 6.428698973690858, \"trend_lower\": 2.46165604267732, \"trend_upper\": 2.5061584077682553, \"additive_terms\": 0.4692536971189345, \"additive_terms_lower\": 0.4692536971189345, \"additive_terms_upper\": 0.4692536971189345, \"yearly\": 0.4692536971189345, \"yearly_lower\": 0.4692536971189345, \"yearly_upper\": 0.4692536971189345, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.955083545466504, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-06T00:00:00\", \"trend\": 2.231306077576807, \"yhat_lower\": -1.147807203862481, \"yhat_upper\": 5.753087466682274, \"trend_lower\": 2.231306077576807, \"trend_upper\": 2.231306077576807, \"additive_terms\": 0.27864046529525016, \"additive_terms_lower\": 0.27864046529525016, \"additive_terms_upper\": 0.27864046529525016, \"yearly\": 0.27864046529525016, \"yearly_lower\": 0.27864046529525016, \"yearly_upper\": 0.27864046529525016, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5099465428720573, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-13T00:00:00\", \"trend\": 2.206713521658009, \"yhat_lower\": -1.543375494393873, \"yhat_upper\": 5.593362717574607, \"trend_lower\": 2.206713521658009, \"trend_upper\": 2.206713521658009, \"additive_terms\": -0.16909957329386932, \"additive_terms_lower\": -0.16909957329386932, \"additive_terms_upper\": -0.16909957329386932, \"yearly\": -0.16909957329386932, \"yearly_lower\": -0.16909957329386932, \"yearly_upper\": -0.16909957329386932, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0376139483641396, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-20T00:00:00\", \"trend\": 2.182120965739211, \"yhat_lower\": -1.7464527394242022, \"yhat_upper\": 4.970553902276097, \"trend_lower\": 2.182120965739211, \"trend_upper\": 2.182120965739211, \"additive_terms\": -0.6145422866934118, \"additive_terms_lower\": -0.6145422866934118, \"additive_terms_upper\": -0.6145422866934118, \"yearly\": -0.6145422866934118, \"yearly_lower\": -0.6145422866934118, \"yearly_upper\": -0.6145422866934118, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5675786790457993, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-27T00:00:00\", \"trend\": 2.1575284098204106, \"yhat_lower\": -1.9859988106486977, \"yhat_upper\": 4.755350425480172, \"trend_lower\": 2.1575284098204106, \"trend_upper\": 2.1575284098204106, \"additive_terms\": -0.8300159401666801, \"additive_terms_lower\": -0.8300159401666801, \"additive_terms_upper\": -0.8300159401666801, \"yearly\": -0.8300159401666801, \"yearly_lower\": -0.8300159401666801, \"yearly_upper\": -0.8300159401666801, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.3275124696537306, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-03T00:00:00\", \"trend\": 2.132935853901615, \"yhat_lower\": -2.346232322471894, \"yhat_upper\": 4.904245966450223, \"trend_lower\": 2.132935853901615, \"trend_upper\": 2.132935853901615, \"additive_terms\": -1.0053483332996398, \"additive_terms_lower\": -1.0053483332996398, \"additive_terms_upper\": -1.0053483332996398, \"yearly\": -1.0053483332996398, \"yearly_lower\": -1.0053483332996398, \"yearly_upper\": -1.0053483332996398, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1275875206019752, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-10T00:00:00\", \"trend\": 2.1083432979828167, \"yhat_lower\": -2.870892870713578, \"yhat_upper\": 4.083976397488353, \"trend_lower\": 2.1083432979828167, \"trend_upper\": 2.1083432979828167, \"additive_terms\": -1.3134875116996174, \"additive_terms_lower\": -1.3134875116996174, \"additive_terms_upper\": -1.3134875116996174, \"yearly\": -1.3134875116996174, \"yearly_lower\": -1.3134875116996174, \"yearly_upper\": -1.3134875116996174, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.7948557862831993, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-17T00:00:00\", \"trend\": 2.0837507420640167, \"yhat_lower\": -2.8528756234055743, \"yhat_upper\": 3.8117830922388456, \"trend_lower\": 2.0837507420640167, \"trend_upper\": 2.0837507420640167, 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\"label\": \"Forecast\"}, {\"ds\": \"1930-08-31T00:00:00\", \"trend\": 2.0345656302264206, \"yhat_lower\": -2.2288516589190626, \"yhat_upper\": 4.645943489312291, \"trend_lower\": 2.0345656302264206, \"trend_upper\": 2.0345656302264206, \"additive_terms\": -0.727136085707866, \"additive_terms_lower\": -0.727136085707866, \"additive_terms_upper\": -0.727136085707866, \"yearly\": -0.727136085707866, \"yearly_lower\": -0.727136085707866, \"yearly_upper\": -0.727136085707866, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.3074295445185546, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-07T00:00:00\", \"trend\": 2.0099730743076227, \"yhat_lower\": -1.5638709185133184, \"yhat_upper\": 5.5644173956259015, \"trend_lower\": 2.0099730743076227, \"trend_upper\": 2.0099730743076227, \"additive_terms\": -0.09929777257630719, \"additive_terms_lower\": -0.09929777257630719, \"additive_terms_upper\": -0.09929777257630719, \"yearly\": -0.09929777257630719, \"yearly_lower\": -0.09929777257630719, \"yearly_upper\": -0.09929777257630719, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9106753017313156, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-14T00:00:00\", \"trend\": 1.9853805183888245, \"yhat_lower\": -1.2331120092450394, \"yhat_upper\": 5.781757643839985, \"trend_lower\": 1.9853805183888245, \"trend_upper\": 1.9853805183888245, \"additive_terms\": 0.13893886761795152, \"additive_terms_lower\": 0.13893886761795152, \"additive_terms_upper\": 0.13893886761795152, \"yearly\": 0.13893886761795152, \"yearly_lower\": 0.13893886761795152, \"yearly_upper\": 0.13893886761795152, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.124319386006776, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-21T00:00:00\", \"trend\": 1.9607879624700244, \"yhat_lower\": -1.4066212797168507, \"yhat_upper\": 5.486480515057559, \"trend_lower\": 1.9607879624700244, \"trend_upper\": 1.9607879624700244, \"additive_terms\": 0.13683096177928541, \"additive_terms_lower\": 0.13683096177928541, \"additive_terms_upper\": 0.13683096177928541, \"yearly\": 0.13683096177928541, \"yearly_lower\": 0.13683096177928541, \"yearly_upper\": 0.13683096177928541, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0976189242493097, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-28T00:00:00\", \"trend\": 1.9361954065512261, \"yhat_lower\": -1.0992088713644557, \"yhat_upper\": 5.6325440196079635, \"trend_lower\": 1.9361954065512261, \"trend_upper\": 1.9361954065512261, \"additive_terms\": 0.4076719628513039, \"additive_terms_lower\": 0.4076719628513039, \"additive_terms_upper\": 0.4076719628513039, \"yearly\": 0.4076719628513039, \"yearly_lower\": 0.4076719628513039, \"yearly_upper\": 0.4076719628513039, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.3438673694025303, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-05T00:00:00\", \"trend\": 1.9116028506324283, \"yhat_lower\": -0.4756839576791225, \"yhat_upper\": 6.6712106200351435, \"trend_lower\": 1.9116028506324283, \"trend_upper\": 1.9116028506324283, \"additive_terms\": 1.17193261664178, \"additive_terms_lower\": 1.17193261664178, \"additive_terms_upper\": 1.17193261664178, \"yearly\": 1.17193261664178, \"yearly_lower\": 1.17193261664178, \"yearly_upper\": 1.17193261664178, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.083535467274208, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-12T00:00:00\", \"trend\": 1.88701029471363, \"yhat_lower\": 0.6643178607983418, \"yhat_upper\": 7.214809376610652, \"trend_lower\": 1.88701029471363, \"trend_upper\": 1.88701029471363, \"additive_terms\": 2.02015467467146, \"additive_terms_lower\": 2.02015467467146, \"additive_terms_upper\": 2.02015467467146, \"yearly\": 2.02015467467146, \"yearly_lower\": 2.02015467467146, \"yearly_upper\": 2.02015467467146, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.90716496938509, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-19T00:00:00\", \"trend\": 1.8624177387948322, \"yhat_lower\": 0.8152359481185977, \"yhat_upper\": 7.4659878218887465, \"trend_lower\": 1.8624177387948322, \"trend_upper\": 1.8624177387948322, \"additive_terms\": 2.340005825452288, \"additive_terms_lower\": 2.340005825452288, \"additive_terms_upper\": 2.340005825452288, \"yearly\": 2.340005825452288, \"yearly_lower\": 2.340005825452288, \"yearly_upper\": 2.340005825452288, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.20242356424712, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-26T00:00:00\", \"trend\": 1.837825182876032, \"yhat_lower\": 0.39069697354823923, \"yhat_upper\": 7.492888336293405, \"trend_lower\": 1.837825182876032, \"trend_upper\": 1.837825182876032, \"additive_terms\": 2.017625033063148, \"additive_terms_lower\": 2.017625033063148, \"additive_terms_upper\": 2.017625033063148, \"yearly\": 2.017625033063148, \"yearly_lower\": 2.017625033063148, \"yearly_upper\": 2.017625033063148, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.8554502159391797, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-02T00:00:00\", \"trend\": 1.813232626957236, \"yhat_lower\": -0.26733440123444063, \"yhat_upper\": 7.0292487431484565, \"trend_lower\": 1.813232626957236, \"trend_upper\": 1.813232626957236, \"additive_terms\": 1.5696092154145918, \"additive_terms_lower\": 1.5696092154145918, \"additive_terms_upper\": 1.5696092154145918, \"yearly\": 1.5696092154145918, \"yearly_lower\": 1.5696092154145918, \"yearly_upper\": 1.5696092154145918, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.382841842371828, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-09T00:00:00\", \"trend\": 1.7886400710384358, \"yhat_lower\": -0.20319033869204953, \"yhat_upper\": 6.809792627629573, \"trend_lower\": 1.7886400710384358, \"trend_upper\": 1.7886400710384358, \"additive_terms\": 1.5385074389482116, \"additive_terms_lower\": 1.5385074389482116, \"additive_terms_upper\": 1.5385074389482116, \"yearly\": 1.5385074389482116, \"yearly_lower\": 1.5385074389482116, \"yearly_upper\": 1.5385074389482116, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3271475099866477, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-16T00:00:00\", \"trend\": 1.7640475151196378, \"yhat_lower\": 0.16982845499939783, \"yhat_upper\": 7.200278845010692, \"trend_lower\": 1.7640475151196378, \"trend_upper\": 1.7640475151196378, 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\"Forecast\"}, {\"ds\": \"1930-11-30T00:00:00\", \"trend\": 1.7148624032820394, \"yhat_lower\": -0.3727827518748291, \"yhat_upper\": 6.979370335273736, \"trend_lower\": 1.7148624032820394, \"trend_upper\": 1.7148624032820394, \"additive_terms\": 1.5123103420960404, \"additive_terms_lower\": 1.5123103420960404, \"additive_terms_upper\": 1.5123103420960404, \"yearly\": 1.5123103420960404, \"yearly_lower\": 1.5123103420960404, \"yearly_upper\": 1.5123103420960404, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2271727453780796, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-07T00:00:00\", \"trend\": 1.6902698473632436, \"yhat_lower\": -0.9046624331913449, \"yhat_upper\": 6.0319134352270005, \"trend_lower\": 1.6902698473632436, \"trend_upper\": 1.6902698473632436, \"additive_terms\": 0.6360749813949081, \"additive_terms_lower\": 0.6360749813949081, \"additive_terms_upper\": 0.6360749813949081, \"yearly\": 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\"1932-02-07T00:00:00\", \"trend\": 0.19012393631653912, \"yhat_lower\": -3.250061508987284, \"yhat_upper\": 3.9900849537855256, \"trend_lower\": 0.11344101131436571, \"trend_upper\": 0.2783938042136869, \"additive_terms\": 0.014677784637814738, \"additive_terms_lower\": 0.014677784637814738, \"additive_terms_upper\": 0.014677784637814738, \"yearly\": 0.014677784637814738, \"yearly_lower\": 0.014677784637814738, \"yearly_upper\": 0.014677784637814738, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.20480172095435387, \"label\": \"Forecast\"}, {\"ds\": \"1932-02-14T00:00:00\", \"trend\": 0.16553138039774318, \"yhat_lower\": -3.8729941708091573, \"yhat_upper\": 2.932550586659129, \"trend_lower\": 0.08637480143371391, \"trend_upper\": 0.25671582748826277, \"additive_terms\": -0.601471374728901, \"additive_terms_lower\": -0.601471374728901, \"additive_terms_upper\": -0.601471374728901, \"yearly\": -0.601471374728901, 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3.32959285779227, \"additive_terms\": -1.5281804549655922, \"additive_terms_lower\": -1.5281804549655922, \"additive_terms_upper\": -1.5281804549655922, \"yearly\": -1.5281804549655922, \"yearly_lower\": -1.5281804549655922, \"yearly_upper\": -1.5281804549655922, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.776636406699263, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-13T00:00:00\", \"trend\": 3.307015985462989, \"yhat_lower\": -1.1485333933620827, \"yhat_upper\": 5.171865933700983, \"trend_lower\": 3.284458968402181, \"trend_upper\": 3.333159176092183, \"additive_terms\": -1.3128109437331281, \"additive_terms_lower\": -1.3128109437331281, \"additive_terms_upper\": -1.3128109437331281, \"yearly\": -1.3128109437331281, \"yearly_lower\": -1.3128109437331281, \"yearly_upper\": -1.3128109437331281, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9942050417298607, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-20T00:00:00\", \"trend\": 3.309215109261121, \"yhat_lower\": -0.7129329981970053, \"yhat_upper\": 5.6081168680538624, \"trend_lower\": 3.2853028378506144, \"trend_upper\": 3.3376557042631556, \"additive_terms\": -0.8265240538060464, \"additive_terms_lower\": -0.8265240538060464, \"additive_terms_upper\": -0.8265240538060464, \"yearly\": -0.8265240538060464, \"yearly_lower\": -0.8265240538060464, \"yearly_upper\": -0.8265240538060464, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4826910554550747, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-27T00:00:00\", \"trend\": 3.3114142330592546, \"yhat_lower\": -0.014232801309383649, \"yhat_upper\": 6.049737666341317, \"trend_lower\": 3.286356186772972, \"trend_upper\": 3.3414020232136985, \"additive_terms\": -0.4447891911266445, \"additive_terms_lower\": -0.4447891911266445, \"additive_terms_upper\": -0.4447891911266445, \"yearly\": -0.4447891911266445, \"yearly_lower\": -0.4447891911266445, \"yearly_upper\": -0.4447891911266445, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8666250419326103, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-04T00:00:00\", \"trend\": 3.3136133568573873, \"yhat_lower\": 0.2102848238990462, \"yhat_upper\": 5.9642205366430145, \"trend_lower\": 3.2873552912268424, \"trend_upper\": 3.345742522517894, \"additive_terms\": -0.2779545202123292, \"additive_terms_lower\": -0.2779545202123292, \"additive_terms_upper\": -0.2779545202123292, \"yearly\": -0.2779545202123292, \"yearly_lower\": -0.2779545202123292, \"yearly_upper\": -0.2779545202123292, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0356588366450583, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-11T00:00:00\", \"trend\": 3.3158124806555205, \"yhat_lower\": 0.04374509100739369, \"yhat_upper\": 6.045880133294999, \"trend_lower\": 3.287885496563966, \"trend_upper\": 3.349921357291989, \"additive_terms\": -0.21817188290944042, \"additive_terms_lower\": -0.21817188290944042, \"additive_terms_upper\": -0.21817188290944042, \"yearly\": -0.21817188290944042, \"yearly_lower\": -0.21817188290944042, \"yearly_upper\": -0.21817188290944042, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.09764059774608, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-18T00:00:00\", \"trend\": 3.318011604453653, \"yhat_lower\": -0.17707034645563544, \"yhat_upper\": 6.053857538316726, \"trend_lower\": 3.2885186973469978, \"trend_upper\": 3.354445986085086, \"additive_terms\": -0.2517955880410616, \"additive_terms_lower\": -0.2517955880410616, \"additive_terms_upper\": -0.2517955880410616, \"yearly\": -0.2517955880410616, \"yearly_lower\": -0.2517955880410616, \"yearly_upper\": -0.2517955880410616, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0662160164125916, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-25T00:00:00\", \"trend\": 3.3202107282517863, \"yhat_lower\": -0.3418341586369005, \"yhat_upper\": 5.874684206585845, \"trend_lower\": 3.2892300978425797, \"trend_upper\": 3.3588776935922104, \"additive_terms\": -0.5285477262936694, \"additive_terms_lower\": -0.5285477262936694, \"additive_terms_upper\": -0.5285477262936694, \"yearly\": -0.5285477262936694, \"yearly_lower\": -0.5285477262936694, \"yearly_upper\": -0.5285477262936694, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.791663001958117, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-01T00:00:00\", \"trend\": 3.322409852049919, \"yhat_lower\": -0.9993902799284351, \"yhat_upper\": 5.032074446016484, \"trend_lower\": 3.2900778725830935, \"trend_upper\": 3.363106275944667, \"additive_terms\": -1.0426931603756349, \"additive_terms_lower\": -1.0426931603756349, \"additive_terms_upper\": -1.0426931603756349, \"yearly\": -1.0426931603756349, \"yearly_lower\": -1.0426931603756349, \"yearly_upper\": -1.0426931603756349, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.279716691674284, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-08T00:00:00\", \"trend\": 3.324608975848052, \"yhat_lower\": -0.857290152967868, \"yhat_upper\": 5.072090780051624, \"trend_lower\": 3.2902850670981003, \"trend_upper\": 3.368114964648482, \"additive_terms\": -1.4054122620749947, \"additive_terms_lower\": -1.4054122620749947, \"additive_terms_upper\": -1.4054122620749947, \"yearly\": -1.4054122620749947, \"yearly_lower\": -1.4054122620749947, \"yearly_upper\": -1.4054122620749947, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9191967137730574, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-15T00:00:00\", \"trend\": 3.326808099646185, \"yhat_lower\": -1.0824307181682256, \"yhat_upper\": 5.139432072946083, \"trend_lower\": 3.290806460319424, \"trend_upper\": 3.3719461576486243, \"additive_terms\": -1.1734925426320983, \"additive_terms_lower\": -1.1734925426320983, \"additive_terms_upper\": -1.1734925426320983, \"yearly\": -1.1734925426320983, \"yearly_lower\": -1.1734925426320983, \"yearly_upper\": -1.1734925426320983, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1533155570140865, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-22T00:00:00\", \"trend\": 3.329007223444318, \"yhat_lower\": -0.2216193723773912, \"yhat_upper\": 5.823712845149089, \"trend_lower\": 3.291476520163555, \"trend_upper\": 3.376147870328737, \"additive_terms\": -0.4578296513581297, \"additive_terms_lower\": -0.4578296513581297, \"additive_terms_upper\": -0.4578296513581297, \"yearly\": -0.4578296513581297, \"yearly_lower\": -0.4578296513581297, \"yearly_upper\": -0.4578296513581297, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8711775720861885, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-29T00:00:00\", \"trend\": 3.3312063472424507, \"yhat_lower\": 0.28480276321661346, \"yhat_upper\": 6.385475883540802, \"trend_lower\": 3.2916316934234056, \"trend_upper\": 3.3817352636438467, \"additive_terms\": -0.01346100292889544, \"additive_terms_lower\": -0.01346100292889544, \"additive_terms_upper\": -0.01346100292889544, \"yearly\": -0.01346100292889544, \"yearly_lower\": -0.01346100292889544, \"yearly_upper\": -0.01346100292889544, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3177453443135554, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-05T00:00:00\", \"trend\": 3.333405471040584, \"yhat_lower\": -0.3198359257640039, \"yhat_upper\": 5.823447163219652, \"trend_lower\": 3.291748602402696, \"trend_upper\": 3.3857779126023715, \"additive_terms\": -0.5070146347562238, \"additive_terms_lower\": -0.5070146347562238, \"additive_terms_upper\": -0.5070146347562238, \"yearly\": -0.5070146347562238, \"yearly_lower\": -0.5070146347562238, \"yearly_upper\": -0.5070146347562238, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.82639083628436, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-12T00:00:00\", \"trend\": 3.3356045948387165, \"yhat_lower\": -1.1453682951149788, \"yhat_upper\": 4.833004712763108, \"trend_lower\": 3.2914972235203543, \"trend_upper\": 3.3902036039150025, \"additive_terms\": -1.6879623068607317, \"additive_terms_lower\": -1.6879623068607317, \"additive_terms_upper\": -1.6879623068607317, \"yearly\": -1.6879623068607317, \"yearly_lower\": -1.6879623068607317, \"yearly_upper\": -1.6879623068607317, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6476422879779848, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-19T00:00:00\", \"trend\": 3.3378037186368497, \"yhat_lower\": -2.1631803757403194, \"yhat_upper\": 3.918517471721917, \"trend_lower\": 3.291384289207995, \"trend_upper\": 3.394605822974903, \"additive_terms\": -2.4718710460796895, \"additive_terms_lower\": -2.4718710460796895, \"additive_terms_upper\": -2.4718710460796895, \"yearly\": -2.4718710460796895, \"yearly_lower\": -2.4718710460796895, \"yearly_upper\": -2.4718710460796895, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8659326725571601, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-26T00:00:00\", \"trend\": 3.3400028424349824, \"yhat_lower\": -1.6898702052823042, \"yhat_upper\": 4.349526487906278, \"trend_lower\": 3.2911959794358085, \"trend_upper\": 3.3989941824197265, \"additive_terms\": -1.9887871671574033, \"additive_terms_lower\": -1.9887871671574033, \"additive_terms_upper\": -1.9887871671574033, \"yearly\": -1.9887871671574033, \"yearly_lower\": -1.9887871671574033, \"yearly_upper\": -1.9887871671574033, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.351215675277579, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-03T00:00:00\", \"trend\": 3.342201966233116, \"yhat_lower\": -0.2927835560016728, \"yhat_upper\": 5.999668096301507, \"trend_lower\": 3.2905361508939475, \"trend_upper\": 3.404256858512893, \"additive_terms\": -0.49935918312221445, \"additive_terms_lower\": -0.49935918312221445, \"additive_terms_upper\": -0.49935918312221445, \"yearly\": -0.49935918312221445, \"yearly_lower\": -0.49935918312221445, \"yearly_upper\": -0.49935918312221445, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8428427831109016, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-10T00:00:00\", \"trend\": 3.344401090031248, \"yhat_lower\": 1.1562542018729658, \"yhat_upper\": 7.354786788190022, \"trend_lower\": 3.290430219451092, \"trend_upper\": 3.4089679166855347, \"additive_terms\": 0.8640074100019556, \"additive_terms_lower\": 0.8640074100019556, \"additive_terms_upper\": 0.8640074100019556, \"yearly\": 0.8640074100019556, \"yearly_lower\": 0.8640074100019556, \"yearly_upper\": 0.8640074100019556, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.208408500033204, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-17T00:00:00\", \"trend\": 3.3466002138293818, \"yhat_lower\": 1.321853010372137, \"yhat_upper\": 7.546491600085217, \"trend_lower\": 3.29039062007293, \"trend_upper\": 3.4155238938937336, \"additive_terms\": 1.281044424548461, \"additive_terms_lower\": 1.281044424548461, \"additive_terms_upper\": 1.281044424548461, \"yearly\": 1.281044424548461, \"yearly_lower\": 1.281044424548461, \"yearly_upper\": 1.281044424548461, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.627644638377843, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-24T00:00:00\", \"trend\": 3.348799337627514, \"yhat_lower\": 1.2021280034419026, \"yhat_upper\": 7.388875140218766, \"trend_lower\": 3.2899731785097077, \"trend_upper\": 3.4197766364370303, \"additive_terms\": 1.0431493007363057, \"additive_terms_lower\": 1.0431493007363057, \"additive_terms_upper\": 1.0431493007363057, \"yearly\": 1.0431493007363057, \"yearly_lower\": 1.0431493007363057, \"yearly_upper\": 1.0431493007363057, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.39194863836382, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-31T00:00:00\", \"trend\": 3.3509984614256476, \"yhat_lower\": 1.4948390009172656, \"yhat_upper\": 7.42705200483992, \"trend_lower\": 3.2905650650121077, \"trend_upper\": 3.424552339128259, \"additive_terms\": 1.0905726094536337, \"additive_terms_lower\": 1.0905726094536337, \"additive_terms_upper\": 1.0905726094536337, \"yearly\": 1.0905726094536337, \"yearly_lower\": 1.0905726094536337, \"yearly_upper\": 1.0905726094536337, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.441571070879281, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-07T00:00:00\", \"trend\": 3.3531975852237803, \"yhat_lower\": 2.2645689340488775, \"yhat_upper\": 8.331088319439443, \"trend_lower\": 3.29132892751622, \"trend_upper\": 3.4283917852451404, \"additive_terms\": 1.8502121152344548, \"additive_terms_lower\": 1.8502121152344548, \"additive_terms_upper\": 1.8502121152344548, \"yearly\": 1.8502121152344548, \"yearly_lower\": 1.8502121152344548, \"yearly_upper\": 1.8502121152344548, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.203409700458235, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-14T00:00:00\", \"trend\": 3.3553967090219134, \"yhat_lower\": 3.2453802539225545, \"yhat_upper\": 9.156637532037967, \"trend_lower\": 3.291056125365146, \"trend_upper\": 3.4336727539231653, \"additive_terms\": 2.7107625917520455, \"additive_terms_lower\": 2.7107625917520455, \"additive_terms_upper\": 2.7107625917520455, \"yearly\": 2.7107625917520455, \"yearly_lower\": 2.7107625917520455, \"yearly_upper\": 2.7107625917520455, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 6.066159300773959, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-21T00:00:00\", \"trend\": 3.357595832820046, \"yhat_lower\": 2.8060348367811265, \"yhat_upper\": 9.063601901830983, \"trend_lower\": 3.2896261956529806, \"trend_upper\": 3.4375227733678826, \"additive_terms\": 2.6969351777619925, \"additive_terms_lower\": 2.6969351777619925, \"additive_terms_upper\": 2.6969351777619925, \"yearly\": 2.6969351777619925, \"yearly_lower\": 2.6969351777619925, \"yearly_upper\": 2.6969351777619925, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 6.054531010582039, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-28T00:00:00\", \"trend\": 3.3597949566181793, \"yhat_lower\": 2.027187809623654, \"yhat_upper\": 8.019633573428543, \"trend_lower\": 3.2891157681835477, \"trend_upper\": 3.4427239811759733, \"additive_terms\": 1.528063387543509, \"additive_terms_lower\": 1.528063387543509, \"additive_terms_upper\": 1.528063387543509, \"yearly\": 1.528063387543509, \"yearly_lower\": 1.528063387543509, \"yearly_upper\": 1.528063387543509, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.887858344161688, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-05T00:00:00\", \"trend\": 3.361994080416312, \"yhat_lower\": 0.003205030564511036, \"yhat_upper\": 6.373209286624649, \"trend_lower\": 3.28845560067178, \"trend_upper\": 3.4483820219026526, \"additive_terms\": -0.1191040298084883, \"additive_terms_lower\": -0.1191040298084883, \"additive_terms_upper\": -0.1191040298084883, \"yearly\": -0.1191040298084883, \"yearly_lower\": -0.1191040298084883, \"yearly_upper\": -0.1191040298084883, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2428900506078238, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-12T00:00:00\", \"trend\": 3.364193204214445, \"yhat_lower\": -0.8582984169708531, \"yhat_upper\": 5.249820484382781, \"trend_lower\": 3.288131212802103, \"trend_upper\": 3.452857569176702, \"additive_terms\": -1.3273886155069068, \"additive_terms_lower\": -1.3273886155069068, \"additive_terms_upper\": -1.3273886155069068, \"yearly\": -1.3273886155069068, \"yearly_lower\": -1.3273886155069068, \"yearly_upper\": -1.3273886155069068, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0368045887075383, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-19T00:00:00\", \"trend\": 3.366392328012578, \"yhat_lower\": -1.2290175313829792, \"yhat_upper\": 4.5362144249115826, \"trend_lower\": 3.2875408107254223, \"trend_upper\": 3.458187727225391, \"additive_terms\": -1.723321240258442, \"additive_terms_lower\": -1.723321240258442, \"additive_terms_upper\": -1.723321240258442, \"yearly\": -1.723321240258442, \"yearly_lower\": -1.723321240258442, \"yearly_upper\": -1.723321240258442, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.643071087754136, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-26T00:00:00\", \"trend\": 3.368591451810711, \"yhat_lower\": -1.0325111086139638, \"yhat_upper\": 4.7521842109569965, \"trend_lower\": 3.287775704421203, \"trend_upper\": 3.4642142253096218, \"additive_terms\": -1.499756797372932, \"additive_terms_lower\": -1.499756797372932, \"additive_terms_upper\": -1.499756797372932, \"yearly\": -1.499756797372932, \"yearly_lower\": -1.499756797372932, \"yearly_upper\": -1.499756797372932, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.868834654437779, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-02T00:00:00\", \"trend\": 3.3707905756088437, \"yhat_lower\": -0.5654329466863786, \"yhat_upper\": 5.46371524006803, \"trend_lower\": 3.287195782944679, \"trend_upper\": 3.4694538145461653, \"additive_terms\": -0.8818392505637143, \"additive_terms_lower\": -0.8818392505637143, \"additive_terms_upper\": -0.8818392505637143, \"yearly\": -0.8818392505637143, \"yearly_lower\": -0.8818392505637143, \"yearly_upper\": -0.8818392505637143, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4889513250451296, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-09T00:00:00\", \"trend\": 3.3729896994069772, \"yhat_lower\": 0.34554345913794987, \"yhat_upper\": 6.630614370613901, \"trend_lower\": 3.2868815465339685, \"trend_upper\": 3.4746138026847238, \"additive_terms\": 0.1307905777322909, \"additive_terms_lower\": 0.1307905777322909, \"additive_terms_upper\": 0.1307905777322909, \"yearly\": 0.1307905777322909, \"yearly_lower\": 0.1307905777322909, \"yearly_upper\": 0.1307905777322909, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.5037802771392683, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-16T00:00:00\", \"trend\": 3.3751888232051095, \"yhat_lower\": 1.786014018494484, \"yhat_upper\": 7.676766730803403, \"trend_lower\": 3.285746826238188, \"trend_upper\": 3.479731826393294, \"additive_terms\": 1.4293829099147233, \"additive_terms_lower\": 1.4293829099147233, \"additive_terms_upper\": 1.4293829099147233, \"yearly\": 1.4293829099147233, \"yearly_lower\": 1.4293829099147233, \"yearly_upper\": 1.4293829099147233, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.8045717331198325, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-23T00:00:00\", \"trend\": 3.377387947003243, \"yhat_lower\": 2.8058626989770716, \"yhat_upper\": 8.853831557694173, \"trend_lower\": 3.2844449007445733, \"trend_upper\": 3.4849681888037036, \"additive_terms\": 2.455343801903373, \"additive_terms_lower\": 2.455343801903373, \"additive_terms_upper\": 2.455343801903373, \"yearly\": 2.455343801903373, \"yearly_lower\": 2.455343801903373, \"yearly_upper\": 2.455343801903373, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.832731748906616, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-30T00:00:00\", \"trend\": 3.3795870708013753, \"yhat_lower\": 2.7273472302655493, \"yhat_upper\": 8.798899431082164, \"trend_lower\": 3.2844184122854387, \"trend_upper\": 3.4897991231083396, \"additive_terms\": 2.506507880903029, \"additive_terms_lower\": 2.506507880903029, \"additive_terms_upper\": 2.506507880903029, \"yearly\": 2.506507880903029, \"yearly_lower\": 2.506507880903029, \"yearly_upper\": 2.506507880903029, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.886094951704404, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-06T00:00:00\", \"trend\": 3.381786194599509, \"yhat_lower\": 1.7972621953064432, \"yhat_upper\": 7.851525151776256, \"trend_lower\": 3.284397733534535, \"trend_upper\": 3.495842441724949, \"additive_terms\": 1.4742144828813653, \"additive_terms_lower\": 1.4742144828813653, \"additive_terms_upper\": 1.4742144828813653, \"yearly\": 1.4742144828813653, \"yearly_lower\": 1.4742144828813653, \"yearly_upper\": 1.4742144828813653, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.856000677480874, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-13T00:00:00\", \"trend\": 3.3839853183976416, \"yhat_lower\": 0.535651070391872, \"yhat_upper\": 6.483248814865814, \"trend_lower\": 3.2844041376465, \"trend_upper\": 3.501638528150203, \"additive_terms\": 0.12490793448644805, \"additive_terms_lower\": 0.12490793448644805, \"additive_terms_upper\": 0.12490793448644805, \"yearly\": 0.12490793448644805, \"yearly_lower\": 0.12490793448644805, \"yearly_upper\": 0.12490793448644805, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.5088932528840897, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-20T00:00:00\", \"trend\": 3.386184442195774, \"yhat_lower\": -0.25064677032843957, \"yhat_upper\": 6.027906526443407, \"trend_lower\": 3.2830019825100423, \"trend_upper\": 3.50696928709529, \"additive_terms\": -0.5252133774821695, \"additive_terms_lower\": -0.5252133774821695, \"additive_terms_upper\": -0.5252133774821695, \"yearly\": -0.5252133774821695, \"yearly_lower\": -0.5252133774821695, \"yearly_upper\": -0.5252133774821695, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8609710647136044, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-27T00:00:00\", \"trend\": 3.3883835659939074, \"yhat_lower\": -0.015281424540234139, \"yhat_upper\": 6.141911998841287, \"trend_lower\": 3.282216831493219, \"trend_upper\": 3.5118363201578617, \"additive_terms\": -0.14269927049045472, \"additive_terms_lower\": -0.14269927049045472, \"additive_terms_upper\": -0.14269927049045472, \"yearly\": -0.14269927049045472, \"yearly_lower\": -0.14269927049045472, \"yearly_upper\": -0.14269927049045472, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2456842955034526, \"label\": \"Forecast\"}, {\"ds\": \"1938-03-06T00:00:00\", \"trend\": 3.3905826897920406, \"yhat_lower\": 1.1886755287043953, \"yhat_upper\": 6.958716510556291, \"trend_lower\": 3.283345255185335, \"trend_upper\": 3.5177144478727893, \"additive_terms\": 0.672519919239857, \"additive_terms_lower\": 0.672519919239857, \"additive_terms_upper\": 0.672519919239857, \"yearly\": 0.672519919239857, \"yearly_lower\": 0.672519919239857, \"yearly_upper\": 0.672519919239857, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.063102609031898, \"label\": \"Forecast\"}, {\"ds\": \"1938-03-13T00:00:00\", \"trend\": 3.3927818135901733, \"yhat_lower\": 1.2442920120596594, \"yhat_upper\": 7.662165577428913, \"trend_lower\": 3.2829810695642374, \"trend_upper\": 3.5231640079261, \"additive_terms\": 1.0555973906633709, \"additive_terms_lower\": 1.0555973906633709, \"additive_terms_upper\": 1.0555973906633709, \"yearly\": 1.0555973906633709, \"yearly_lower\": 1.0555973906633709, \"yearly_upper\": 1.0555973906633709, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.448379204253544, \"label\": \"Forecast\"}, {\"ds\": \"1936-12-06T00:00:00\", \"trend\": 1.7086736187461242, \"yhat_lower\": -1.5810849774352058, \"yhat_upper\": 4.790693816729006, \"trend_lower\": 1.7086736187461242, \"trend_upper\": 1.7086736187461242, \"additive_terms\": -0.2271838086053748, \"additive_terms_lower\": -0.2271838086053748, \"additive_terms_upper\": -0.2271838086053748, \"yearly\": -0.2271838086053748, \"yearly_lower\": -0.2271838086053748, \"yearly_upper\": -0.2271838086053748, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.4814898101407494, \"label\": \"Forecast\"}, {\"ds\": \"1936-12-13T00:00:00\", \"trend\": 1.6948322203380586, \"yhat_lower\": -2.123901378501708, \"yhat_upper\": 3.684496844700211, \"trend_lower\": 1.6948322203380586, \"trend_upper\": 1.6948322203380586, \"additive_terms\": -1.0430027347950848, \"additive_terms_lower\": -1.0430027347950848, \"additive_terms_upper\": -1.0430027347950848, \"yearly\": -1.0430027347950848, \"yearly_lower\": -1.0430027347950848, \"yearly_upper\": -1.0430027347950848, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.6518294855429738, \"label\": \"Forecast\"}, {\"ds\": \"1936-12-20T00:00:00\", \"trend\": 1.6809908219299934, \"yhat_lower\": -2.381146012371777, \"yhat_upper\": 3.874083839052997, \"trend_lower\": 1.6809908219299934, \"trend_upper\": 1.6809908219299934, \"additive_terms\": -1.165745470634743, \"additive_terms_lower\": -1.165745470634743, \"additive_terms_upper\": -1.165745470634743, \"yearly\": -1.165745470634743, \"yearly_lower\": -1.165745470634743, \"yearly_upper\": -1.165745470634743, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.5152453512952504, \"label\": \"Forecast\"}, {\"ds\": \"1936-12-27T00:00:00\", \"trend\": 1.667149423521928, \"yhat_lower\": -2.1322494519903477, \"yhat_upper\": 4.120047250012766, \"trend_lower\": 1.667149423521928, \"trend_upper\": 1.667149423521928, \"additive_terms\": -0.9142979388019081, \"additive_terms_lower\": -0.9142979388019081, \"additive_terms_upper\": -0.9142979388019081, \"yearly\": -0.9142979388019081, \"yearly_lower\": -0.9142979388019081, \"yearly_upper\": -0.9142979388019081, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.7528514847200198, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-03T00:00:00\", \"trend\": 1.6533080251138628, \"yhat_lower\": -1.9409027058282862, \"yhat_upper\": 4.329601743022321, \"trend_lower\": 1.6533080251138628, \"trend_upper\": 1.6533080251138628, \"additive_terms\": -0.5173094439685704, \"additive_terms_lower\": -0.5173094439685704, \"additive_terms_upper\": -0.5173094439685704, \"yearly\": -0.5173094439685704, \"yearly_lower\": -0.5173094439685704, \"yearly_upper\": -0.5173094439685704, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1359985811452924, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-10T00:00:00\", \"trend\": 1.6394666267057976, \"yhat_lower\": -1.4415562578335948, \"yhat_upper\": 4.970349327957023, \"trend_lower\": 1.6394666267057976, \"trend_upper\": 1.6394666267057976, \"additive_terms\": 0.07211077770012364, \"additive_terms_lower\": 0.07211077770012364, \"additive_terms_upper\": 0.07211077770012364, \"yearly\": 0.07211077770012364, \"yearly_lower\": 0.07211077770012364, \"yearly_upper\": 0.07211077770012364, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7115774044059213, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-17T00:00:00\", \"trend\": 1.6256251423623715, \"yhat_lower\": -0.6121133265364342, \"yhat_upper\": 5.380030321970534, \"trend_lower\": 1.6256251423623715, \"trend_upper\": 1.6256251423623715, \"additive_terms\": 0.8250114519299675, \"additive_terms_lower\": 0.8250114519299675, \"additive_terms_upper\": 0.8250114519299675, \"yearly\": 0.8250114519299675, \"yearly_lower\": 0.8250114519299675, \"yearly_upper\": 0.8250114519299675, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.450636594292339, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-24T00:00:00\", \"trend\": 1.6117836580189453, \"yhat_lower\": -0.07584825782702226, \"yhat_upper\": 6.093921036119798, \"trend_lower\": 1.6117836580189453, \"trend_upper\": 1.6117836580189453, \"additive_terms\": 1.3541655639113062, \"additive_terms_lower\": 1.3541655639113062, \"additive_terms_upper\": 1.3541655639113062, \"yearly\": 1.3541655639113062, \"yearly_lower\": 1.3541655639113062, \"yearly_upper\": 1.3541655639113062, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9659492219302512, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-31T00:00:00\", \"trend\": 1.5979421736755188, \"yhat_lower\": -0.29545283332756417, \"yhat_upper\": 5.795561905400479, \"trend_lower\": 1.5979421736755188, \"trend_upper\": 1.5979421736755188, \"additive_terms\": 1.209517525765225, \"additive_terms_lower\": 1.209517525765225, \"additive_terms_upper\": 1.209517525765225, \"yearly\": 1.209517525765225, \"yearly_lower\": 1.209517525765225, \"yearly_upper\": 1.209517525765225, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.807459699440744, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-07T00:00:00\", \"trend\": 1.5841006893320926, \"yhat_lower\": -1.2440427895769792, \"yhat_upper\": 5.046679095379704, \"trend_lower\": 1.5841006893320926, \"trend_upper\": 1.5841006893320926, \"additive_terms\": 0.44321851433759385, \"additive_terms_lower\": 0.44321851433759385, \"additive_terms_upper\": 0.44321851433759385, \"yearly\": 0.44321851433759385, \"yearly_lower\": 0.44321851433759385, \"yearly_upper\": 0.44321851433759385, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0273192036696863, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-14T00:00:00\", \"trend\": 1.5702592049886666, \"yhat_lower\": -1.8768198953790058, \"yhat_upper\": 4.546185702740317, \"trend_lower\": 1.5702592049886666, \"trend_upper\": 1.5702592049886666, \"additive_terms\": -0.304351621776011, \"additive_terms_lower\": -0.304351621776011, \"additive_terms_upper\": -0.304351621776011, \"yearly\": -0.304351621776011, \"yearly_lower\": -0.304351621776011, \"yearly_upper\": -0.304351621776011, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.2659075832126556, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-21T00:00:00\", \"trend\": 1.5564177206452403, \"yhat_lower\": -1.8741842336827528, \"yhat_upper\": 4.438255416172342, \"trend_lower\": 1.5564177206452403, \"trend_upper\": 1.5564177206452403, \"additive_terms\": -0.40324411537945426, \"additive_terms_lower\": -0.40324411537945426, \"additive_terms_upper\": -0.40324411537945426, \"yearly\": -0.40324411537945426, \"yearly_lower\": -0.40324411537945426, \"yearly_upper\": -0.40324411537945426, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1531736052657862, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-28T00:00:00\", \"trend\": 1.542576236301814, \"yhat_lower\": -1.3710550663161387, \"yhat_upper\": 4.700991355189656, \"trend_lower\": 1.542576236301814, \"trend_upper\": 1.542576236301814, \"additive_terms\": 0.13152919124794116, \"additive_terms_lower\": 0.13152919124794116, \"additive_terms_upper\": 0.13152919124794116, \"yearly\": 0.13152919124794116, \"yearly_lower\": 0.13152919124794116, \"yearly_upper\": 0.13152919124794116, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.674105427549755, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-07T00:00:00\", \"trend\": 1.528734751958388, \"yhat_lower\": -0.9893133582467581, \"yhat_upper\": 5.283797896679572, \"trend_lower\": 1.528734751958388, \"trend_upper\": 1.528734751958388, \"additive_terms\": 0.6977785592528642, \"additive_terms_lower\": 0.6977785592528642, \"additive_terms_upper\": 0.6977785592528642, \"yearly\": 0.6977785592528642, \"yearly_lower\": 0.6977785592528642, \"yearly_upper\": 0.6977785592528642, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.226513311211252, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-14T00:00:00\", \"trend\": 1.5148932676149607, \"yhat_lower\": -0.70942512147484, \"yhat_upper\": 5.328966424252781, \"trend_lower\": 1.5148932676149607, \"trend_upper\": 1.5148932676149607, \"additive_terms\": 0.7752222117161175, \"additive_terms_lower\": 0.7752222117161175, \"additive_terms_upper\": 0.7752222117161175, \"yearly\": 0.7752222117161175, \"yearly_lower\": 0.7752222117161175, \"yearly_upper\": 0.7752222117161175, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.290115479331078, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-21T00:00:00\", \"trend\": 1.5010517829481012, \"yhat_lower\": -1.2147515719433761, \"yhat_upper\": 5.018855414758284, \"trend_lower\": 1.5010517829481012, \"trend_upper\": 1.5010517829481012, \"additive_terms\": 0.425555540102048, \"additive_terms_lower\": 0.425555540102048, \"additive_terms_upper\": 0.425555540102048, \"yearly\": 0.425555540102048, \"yearly_lower\": 0.425555540102048, \"yearly_upper\": 0.425555540102048, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.926607323050149, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-28T00:00:00\", \"trend\": 1.4872102982812416, \"yhat_lower\": -1.4208456669524834, \"yhat_upper\": 4.653742238653751, \"trend_lower\": 1.4872102982812416, \"trend_upper\": 1.4872102982812416, \"additive_terms\": 0.09713646516391942, \"additive_terms_lower\": 0.09713646516391942, \"additive_terms_upper\": 0.09713646516391942, \"yearly\": 0.09713646516391942, \"yearly_lower\": 0.09713646516391942, \"yearly_upper\": 0.09713646516391942, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5843467634451611, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-04T00:00:00\", \"trend\": 1.4733688136143823, \"yhat_lower\": -1.6045027721690504, \"yhat_upper\": 4.448795065938841, \"trend_lower\": 1.4733688136143823, \"trend_upper\": 1.4733688136143823, \"additive_terms\": 0.05935543252458273, \"additive_terms_lower\": 0.05935543252458273, \"additive_terms_upper\": 0.05935543252458273, \"yearly\": 0.05935543252458273, \"yearly_lower\": 0.05935543252458273, \"yearly_upper\": 0.05935543252458273, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.532724246138965, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-11T00:00:00\", \"trend\": 1.459527328947523, \"yhat_lower\": -1.537803187441619, \"yhat_upper\": 4.501536348740247, \"trend_lower\": 1.459527328947523, \"trend_upper\": 1.459527328947523, \"additive_terms\": 0.1734817932399492, \"additive_terms_lower\": 0.1734817932399492, \"additive_terms_upper\": 0.1734817932399492, \"yearly\": 0.1734817932399492, \"yearly_lower\": 0.1734817932399492, \"yearly_upper\": 0.1734817932399492, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6330091221874723, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-18T00:00:00\", \"trend\": 1.4456858442806633, \"yhat_lower\": -1.2853985713042866, \"yhat_upper\": 4.741800041262836, \"trend_lower\": 1.4456858442806633, \"trend_upper\": 1.4456858442806633, \"additive_terms\": 0.1978378982554205, \"additive_terms_lower\": 0.1978378982554205, \"additive_terms_upper\": 0.1978378982554205, \"yearly\": 0.1978378982554205, \"yearly_lower\": 0.1978378982554205, \"yearly_upper\": 0.1978378982554205, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6435237425360838, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-25T00:00:00\", \"trend\": 1.431844359613804, \"yhat_lower\": -1.5709662348002202, \"yhat_upper\": 4.574461760600132, \"trend_lower\": 1.431844359613804, \"trend_upper\": 1.431844359613804, \"additive_terms\": 0.13739744304797094, \"additive_terms_lower\": 0.13739744304797094, \"additive_terms_upper\": 0.13739744304797094, \"yearly\": 0.13739744304797094, \"yearly_lower\": 0.13739744304797094, \"yearly_upper\": 0.13739744304797094, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.569241802661775, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-02T00:00:00\", \"trend\": 1.4180028749469442, \"yhat_lower\": -1.5068841984782873, \"yhat_upper\": 4.667973783135722, \"trend_lower\": 1.4180028749469442, \"trend_upper\": 1.4180028749469442, \"additive_terms\": 0.16251005763706855, \"additive_terms_lower\": 0.16251005763706855, \"additive_terms_upper\": 0.16251005763706855, \"yearly\": 0.16251005763706855, \"yearly_lower\": 0.16251005763706855, \"yearly_upper\": 0.16251005763706855, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5805129325840128, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-09T00:00:00\", \"trend\": 1.4041613902800851, \"yhat_lower\": -1.4502394101268803, \"yhat_upper\": 4.552249447547411, \"trend_lower\": 1.4041613902800851, \"trend_upper\": 1.4041613902800851, \"additive_terms\": 0.25953283285470186, \"additive_terms_lower\": 0.25953283285470186, \"additive_terms_upper\": 0.25953283285470186, \"yearly\": 0.25953283285470186, \"yearly_lower\": 0.25953283285470186, \"yearly_upper\": 0.25953283285470186, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.663694223134787, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-16T00:00:00\", \"trend\": 1.3903199056132252, \"yhat_lower\": -1.4948850539602871, \"yhat_upper\": 4.492584795837545, \"trend_lower\": 1.3903199056132252, \"trend_upper\": 1.3903199056132252, \"additive_terms\": 0.15329626522678225, \"additive_terms_lower\": 0.15329626522678225, \"additive_terms_upper\": 0.15329626522678225, \"yearly\": 0.15329626522678225, \"yearly_lower\": 0.15329626522678225, \"yearly_upper\": 0.15329626522678225, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5436161708400074, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-23T00:00:00\", \"trend\": 1.3764784209463654, \"yhat_lower\": -1.9687339132048753, \"yhat_upper\": 4.0747191829408616, \"trend_lower\": 1.3764784209463654, \"trend_upper\": 1.3764784209463654, \"additive_terms\": -0.3422631687710149, \"additive_terms_lower\": -0.3422631687710149, \"additive_terms_upper\": -0.3422631687710149, \"yearly\": -0.3422631687710149, \"yearly_lower\": -0.3422631687710149, \"yearly_upper\": -0.3422631687710149, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0342152521753505, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-30T00:00:00\", \"trend\": 1.362636936279506, \"yhat_lower\": -2.7079512324657173, \"yhat_upper\": 3.3773467153173096, \"trend_lower\": 1.362636936279506, \"trend_upper\": 1.362636936279506, \"additive_terms\": -1.0013935436072314, \"additive_terms_lower\": -1.0013935436072314, \"additive_terms_upper\": -1.0013935436072314, \"yearly\": -1.0013935436072314, \"yearly_lower\": -1.0013935436072314, \"yearly_upper\": -1.0013935436072314, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.3612433926722747, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-06T00:00:00\", \"trend\": 1.3487954516126464, \"yhat_lower\": -2.9682193995540067, \"yhat_upper\": 3.0557877246201817, \"trend_lower\": 1.3487954516126464, \"trend_upper\": 1.3487954516126464, \"additive_terms\": -1.3526270921611108, \"additive_terms_lower\": -1.3526270921611108, \"additive_terms_upper\": -1.3526270921611108, \"yearly\": -1.3526270921611108, \"yearly_lower\": -1.3526270921611108, \"yearly_upper\": -1.3526270921611108, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.00383164054846441, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-13T00:00:00\", \"trend\": 1.3349539669457873, \"yhat_lower\": -3.014293573799331, \"yhat_upper\": 3.3789882440005146, \"trend_lower\": 1.3349539669457873, \"trend_upper\": 1.3349539669457873, \"additive_terms\": -1.1701993346011208, \"additive_terms_lower\": -1.1701993346011208, \"additive_terms_upper\": -1.1701993346011208, \"yearly\": -1.1701993346011208, \"yearly_lower\": -1.1701993346011208, \"yearly_upper\": -1.1701993346011208, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.16475463234466647, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-20T00:00:00\", \"trend\": 1.3211124822789273, \"yhat_lower\": -2.243037165826101, \"yhat_upper\": 3.490790650670049, \"trend_lower\": 1.3211124822789273, \"trend_upper\": 1.3211124822789273, \"additive_terms\": -0.6963570722196285, \"additive_terms_lower\": -0.6963570722196285, \"additive_terms_upper\": -0.6963570722196285, \"yearly\": -0.6963570722196285, \"yearly_lower\": -0.6963570722196285, \"yearly_upper\": -0.6963570722196285, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.6247554100592988, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-27T00:00:00\", \"trend\": 1.3072709976120682, \"yhat_lower\": -2.146833593185714, \"yhat_upper\": 3.936077349603061, \"trend_lower\": 1.3072709976120682, \"trend_upper\": 1.3072709976120682, \"additive_terms\": -0.33635819248424603, \"additive_terms_lower\": -0.33635819248424603, \"additive_terms_upper\": -0.33635819248424603, \"yearly\": -0.33635819248424603, \"yearly_lower\": -0.33635819248424603, \"yearly_upper\": -0.33635819248424603, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.9709128051278222, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-04T00:00:00\", \"trend\": 1.2934295129452082, \"yhat_lower\": -2.0868568729160923, \"yhat_upper\": 3.9638374674408396, \"trend_lower\": 1.2934295129452082, \"trend_upper\": 1.2934295129452082, \"additive_terms\": -0.23194289852329703, \"additive_terms_lower\": -0.23194289852329703, \"additive_terms_upper\": -0.23194289852329703, \"yearly\": -0.23194289852329703, \"yearly_lower\": -0.23194289852329703, \"yearly_upper\": -0.23194289852329703, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0614866144219113, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-11T00:00:00\", \"trend\": 1.2795880282783492, \"yhat_lower\": -2.0280148464684893, \"yhat_upper\": 4.175235684135177, \"trend_lower\": 1.2795880282783492, \"trend_upper\": 1.2795880282783492, \"additive_terms\": -0.23836236879743466, \"additive_terms_lower\": -0.23836236879743466, \"additive_terms_upper\": -0.23836236879743466, \"yearly\": -0.23836236879743466, \"yearly_lower\": -0.23836236879743466, \"yearly_upper\": -0.23836236879743466, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0412256594809146, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-18T00:00:00\", \"trend\": 1.2657465436114894, \"yhat_lower\": -2.0161916119255694, \"yhat_upper\": 4.199952807251008, \"trend_lower\": 1.2657465436114894, \"trend_upper\": 1.2657465436114894, \"additive_terms\": -0.25943677281252814, \"additive_terms_lower\": -0.25943677281252814, \"additive_terms_upper\": -0.25943677281252814, \"yearly\": -0.25943677281252814, \"yearly_lower\": -0.25943677281252814, \"yearly_upper\": -0.25943677281252814, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0063097707989612, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-25T00:00:00\", \"trend\": 1.2519050589446294, \"yhat_lower\": -2.229780398251765, \"yhat_upper\": 3.7677075345320237, \"trend_lower\": 1.2519050589446294, \"trend_upper\": 1.2519050589446294, \"additive_terms\": -0.41393913737081706, \"additive_terms_lower\": -0.41393913737081706, \"additive_terms_upper\": -0.41393913737081706, \"yearly\": -0.41393913737081706, \"yearly_lower\": -0.41393913737081706, \"yearly_upper\": -0.41393913737081706, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8379659215738124, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-01T00:00:00\", \"trend\": 1.2380635742777704, \"yhat_lower\": -2.5983173259750227, \"yhat_upper\": 3.4815174738114747, \"trend_lower\": 1.2380635742777704, \"trend_upper\": 1.2380635742777704, \"additive_terms\": -0.7755686755390685, \"additive_terms_lower\": -0.7755686755390685, \"additive_terms_upper\": -0.7755686755390685, \"yearly\": -0.7755686755390685, \"yearly_lower\": -0.7755686755390685, \"yearly_upper\": -0.7755686755390685, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.46249489873870187, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-08T00:00:00\", \"trend\": 1.2242220896109104, \"yhat_lower\": -2.886930059855886, \"yhat_upper\": 3.424731466321014, \"trend_lower\": 1.2242220896109104, \"trend_upper\": 1.2242220896109104, \"additive_terms\": -1.0844672693837782, \"additive_terms_lower\": -1.0844672693837782, \"additive_terms_upper\": -1.0844672693837782, \"yearly\": -1.0844672693837782, \"yearly_lower\": -1.0844672693837782, \"yearly_upper\": -1.0844672693837782, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.13975482022713215, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-15T00:00:00\", \"trend\": 1.2103806049440513, \"yhat_lower\": -2.8270017928961533, \"yhat_upper\": 3.0194178197866175, \"trend_lower\": 1.2103806049440513, \"trend_upper\": 1.2103806049440513, \"additive_terms\": -0.9448435791974731, \"additive_terms_lower\": -0.9448435791974731, \"additive_terms_upper\": -0.9448435791974731, \"yearly\": -0.9448435791974731, \"yearly_lower\": -0.9448435791974731, \"yearly_upper\": -0.9448435791974731, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.2655370257465782, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-22T00:00:00\", \"trend\": 1.1965391202771916, \"yhat_lower\": -2.3084945185219357, \"yhat_upper\": 3.618394561645799, \"trend_lower\": 1.1965391202771916, \"trend_upper\": 1.1965391202771916, \"additive_terms\": -0.36965340818962494, \"additive_terms_lower\": -0.36965340818962494, \"additive_terms_upper\": -0.36965340818962494, \"yearly\": -0.36965340818962494, \"yearly_lower\": -0.36965340818962494, \"yearly_upper\": -0.36965340818962494, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8268857120875666, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-29T00:00:00\", \"trend\": 1.1826976356103325, \"yhat_lower\": -1.9748415055047766, \"yhat_upper\": 4.270998462626728, \"trend_lower\": 1.1826976356103325, \"trend_upper\": 1.1826976356103325, \"additive_terms\": 0.04645425580388947, \"additive_terms_lower\": 0.04645425580388947, \"additive_terms_upper\": 0.04645425580388947, \"yearly\": 0.04645425580388947, \"yearly_lower\": 0.04645425580388947, \"yearly_upper\": 0.04645425580388947, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.2291518914142219, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-05T00:00:00\", \"trend\": 1.1688561509434725, \"yhat_lower\": -2.3535324733041127, \"yhat_upper\": 3.822489889276032, \"trend_lower\": 1.1688561509434725, \"trend_upper\": 1.1688561509434725, \"additive_terms\": -0.2980122925073102, \"additive_terms_lower\": -0.2980122925073102, \"additive_terms_upper\": -0.2980122925073102, \"yearly\": -0.2980122925073102, \"yearly_lower\": -0.2980122925073102, \"yearly_upper\": -0.2980122925073102, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8708438584361623, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-12T00:00:00\", \"trend\": 1.1550146662766134, \"yhat_lower\": -3.1989341393338275, \"yhat_upper\": 3.084347329804738, \"trend_lower\": 1.1550146662766134, \"trend_upper\": 1.1550146662766134, \"additive_terms\": -1.257549337167148, \"additive_terms_lower\": -1.257549337167148, \"additive_terms_upper\": -1.257549337167148, \"yearly\": -1.257549337167148, \"yearly_lower\": -1.257549337167148, \"yearly_upper\": -1.257549337167148, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.10253467089053458, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-19T00:00:00\", \"trend\": 1.1411731816097535, \"yhat_lower\": -3.8609485831032004, \"yhat_upper\": 2.4760907660416565, \"trend_lower\": 1.1411731816097535, \"trend_upper\": 1.1411731816097535, \"additive_terms\": -1.9340398676398296, \"additive_terms_lower\": -1.9340398676398296, \"additive_terms_upper\": -1.9340398676398296, \"yearly\": 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3.942633853826065, \"trend_lower\": 1.1134902122760346, \"trend_upper\": 1.1134902122760346, \"additive_terms\": -0.3099961621883515, \"additive_terms_lower\": -0.3099961621883515, \"additive_terms_upper\": -0.3099961621883515, \"yearly\": -0.3099961621883515, \"yearly_lower\": -0.3099961621883515, \"yearly_upper\": -0.3099961621883515, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.803494050087683, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-10T00:00:00\", \"trend\": 1.0996487276091746, \"yhat_lower\": -1.011539023284418, \"yhat_upper\": 4.958601186035609, \"trend_lower\": 1.0996487276091746, \"trend_upper\": 1.0996487276091746, \"additive_terms\": 0.8385255038594275, \"additive_terms_lower\": 0.8385255038594275, \"additive_terms_upper\": 0.8385255038594275, \"yearly\": 0.8385255038594275, \"yearly_lower\": 0.8385255038594275, \"yearly_upper\": 0.8385255038594275, \"multiplicative_terms\": 0.0, 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0.9335509116068607, \"yhat_lower\": -2.667693938669065, \"yhat_upper\": 3.490776727239307, \"trend_lower\": 0.9335509116068607, \"trend_upper\": 0.9335509116068607, \"additive_terms\": -0.5991419625147256, \"additive_terms_lower\": -0.5991419625147256, \"additive_terms_upper\": -0.5991419625147256, \"yearly\": -0.5991419625147256, \"yearly_lower\": -0.5991419625147256, \"yearly_upper\": -0.5991419625147256, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.33440894909213503, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-09T00:00:00\", \"trend\": 0.9197094269400008, \"yhat_lower\": -2.1170271056723173, \"yhat_upper\": 3.9391562362490076, \"trend_lower\": 0.9197094269400008, \"trend_upper\": 0.9197094269400008, \"additive_terms\": -0.05038858273839825, \"additive_terms_lower\": -0.05038858273839825, \"additive_terms_upper\": -0.05038858273839825, \"yearly\": -0.05038858273839825, \"yearly_lower\": -0.05038858273839825, 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2.170022187233081, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-06T00:00:00\", \"trend\": 0.864343488272562, \"yhat_lower\": -1.555572228324212, \"yhat_upper\": 4.667866204812588, \"trend_lower\": 0.864343488272562, \"trend_upper\": 0.864343488272562, \"additive_terms\": 0.6016707457650132, \"additive_terms_lower\": 0.6016707457650132, \"additive_terms_upper\": 0.6016707457650132, \"yearly\": 0.6016707457650132, \"yearly_lower\": 0.6016707457650132, \"yearly_upper\": 0.6016707457650132, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.4660142340375752, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-13T00:00:00\", \"trend\": 0.8505020036057029, \"yhat_lower\": -2.5869466814064195, \"yhat_upper\": 3.6025841169423845, \"trend_lower\": 0.8505020036057029, \"trend_upper\": 0.8505020036057029, \"additive_terms\": -0.20640717850409185, \"additive_terms_lower\": -0.20640717850409185, \"additive_terms_upper\": 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\"yhat_lower\": -2.364778428269234, \"yhat_upper\": 3.8778880953159502, \"trend_lower\": 0.6705627029365291, \"trend_upper\": 0.6705627029365291, \"additive_terms\": 0.20004272808183396, \"additive_terms_lower\": 0.20004272808183396, \"additive_terms_upper\": 0.20004272808183396, \"yearly\": 0.20004272808183396, \"yearly_lower\": 0.20004272808183396, \"yearly_upper\": 0.20004272808183396, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8706054310183631, \"label\": \"Forecast\"}, {\"ds\": \"1938-05-22T00:00:00\", \"trend\": 0.65672121826967, \"yhat_lower\": -2.6963300789414677, \"yhat_upper\": 3.5318782775023596, \"trend_lower\": 0.6567031356289521, \"trend_upper\": 0.656753684342206, \"additive_terms\": -0.22958831372935093, \"additive_terms_lower\": -0.22958831372935093, \"additive_terms_upper\": -0.22958831372935093, \"yearly\": -0.22958831372935093, \"yearly_lower\": -0.22958831372935093, \"yearly_upper\": -0.22958831372935093, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.42713290454031905, \"label\": \"Forecast\"}, {\"ds\": \"1938-05-29T00:00:00\", \"trend\": 0.64287973360281, \"yhat_lower\": -3.276446935993144, \"yhat_upper\": 2.681280156473673, \"trend_lower\": 0.6428165878678153, \"trend_upper\": 0.6429662465449923, \"additive_terms\": -0.8930820954229182, \"additive_terms_lower\": -0.8930820954229182, \"additive_terms_upper\": -0.8930820954229182, \"yearly\": -0.8930820954229182, \"yearly_lower\": -0.8930820954229182, \"yearly_upper\": -0.8930820954229182, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.25020236182010813, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-05T00:00:00\", \"trend\": 0.629038248935951, \"yhat_lower\": -3.6823235412831847, \"yhat_upper\": 2.399003880399654, \"trend_lower\": 0.6289128894693936, \"trend_upper\": 0.6291941470323146, \"additive_terms\": -1.3289371890095665, \"additive_terms_lower\": -1.3289371890095665, \"additive_terms_upper\": -1.3289371890095665, \"yearly\": -1.3289371890095665, \"yearly_lower\": -1.3289371890095665, \"yearly_upper\": -1.3289371890095665, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.6998989400736155, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-12T00:00:00\", \"trend\": 0.6151967642690911, \"yhat_lower\": -3.639724788354423, \"yhat_upper\": 2.3955408797399707, \"trend_lower\": 0.614985743752322, \"trend_upper\": 0.6154625490899577, \"additive_terms\": -1.2361418027042226, \"additive_terms_lower\": -1.2361418027042226, \"additive_terms_upper\": -1.2361418027042226, \"yearly\": -1.2361418027042226, \"yearly_lower\": -1.2361418027042226, \"yearly_upper\": -1.2361418027042226, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.6209450384351315, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-19T00:00:00\", \"trend\": 0.6013552796022319, \"yhat_lower\": -3.2998337299635514, \"yhat_upper\": 2.9033802170386425, \"trend_lower\": 0.6010372159202642, \"trend_upper\": 0.6017187431736323, \"additive_terms\": -0.7826258093208533, \"additive_terms_lower\": -0.7826258093208533, \"additive_terms_upper\": -0.7826258093208533, \"yearly\": -0.7826258093208533, \"yearly_lower\": -0.7826258093208533, \"yearly_upper\": -0.7826258093208533, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.18127052971862145, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-26T00:00:00\", \"trend\": 0.5875137949353721, \"yhat_lower\": -2.8795505748903167, \"yhat_upper\": 3.244764462380066, \"trend_lower\": 0.5870850566237168, \"trend_upper\": 0.5879976022386775, \"additive_terms\": -0.38089692819321486, \"additive_terms_lower\": -0.38089692819321486, \"additive_terms_upper\": -0.38089692819321486, \"yearly\": -0.38089692819321486, \"yearly_lower\": -0.38089692819321486, \"yearly_upper\": -0.38089692819321486, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.2066168667421573, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-03T00:00:00\", \"trend\": 0.573672310268513, \"yhat_lower\": -2.942252311033995, \"yhat_upper\": 3.278797742602026, \"trend_lower\": 0.5731152605594193, \"trend_upper\": 0.574294279994579, \"additive_terms\": -0.23675096768294546, \"additive_terms_lower\": -0.23675096768294546, \"additive_terms_upper\": -0.23675096768294546, \"yearly\": -0.23675096768294546, \"yearly_lower\": -0.23675096768294546, \"yearly_upper\": -0.23675096768294546, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.3369213425855675, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-10T00:00:00\", \"trend\": 0.5598308256016524, \"yhat_lower\": -2.746088170367439, \"yhat_upper\": 3.6626596778318956, \"trend_lower\": 0.5591464019018915, \"trend_upper\": 0.5606179267201631, \"additive_terms\": -0.2364721601586792, \"additive_terms_lower\": -0.2364721601586792, \"additive_terms_upper\": -0.2364721601586792, \"yearly\": -0.2364721601586792, \"yearly_lower\": -0.2364721601586792, \"yearly_upper\": -0.2364721601586792, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.3233586654429732, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-17T00:00:00\", \"trend\": 0.5459893409347925, \"yhat_lower\": -2.9249920398382008, \"yhat_upper\": 3.241795034687926, \"trend_lower\": 0.5451530938450458, \"trend_upper\": 0.5469188454786027, \"additive_terms\": -0.25108882580357017, \"additive_terms_lower\": -0.25108882580357017, \"additive_terms_upper\": -0.25108882580357017, \"yearly\": -0.25108882580357017, \"yearly_lower\": -0.25108882580357017, \"yearly_upper\": -0.25108882580357017, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.2949005151312223, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-24T00:00:00\", \"trend\": 0.5321478562679334, \"yhat_lower\": -3.0199752256045627, \"yhat_upper\": 3.0156377200242357, \"trend_lower\": 0.5311824967095923, \"trend_upper\": 0.5332459252152502, \"additive_terms\": -0.36964394492532404, \"additive_terms_lower\": -0.36964394492532404, \"additive_terms_upper\": -0.36964394492532404, \"yearly\": -0.36964394492532404, \"yearly_lower\": -0.36964394492532404, \"yearly_upper\": -0.36964394492532404, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.16250391134260933, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-31T00:00:00\", \"trend\": 0.5183063716010735, \"yhat_lower\": -3.1090761720090225, \"yhat_upper\": 2.8918231096506095, \"trend_lower\": 0.5171769615899046, \"trend_upper\": 0.5195652663450365, \"additive_terms\": -0.7028396319979537, \"additive_terms_lower\": -0.7028396319979537, \"additive_terms_upper\": -0.7028396319979537, \"yearly\": -0.7028396319979537, \"yearly_lower\": -0.7028396319979537, \"yearly_upper\": -0.7028396319979537, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.18453326039688023, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-07T00:00:00\", \"trend\": 0.5044648869342143, \"yhat_lower\": -3.820849221001497, \"yhat_upper\": 2.5373471008348605, \"trend_lower\": 0.5031329490745519, \"trend_upper\": 0.5059118534984998, \"additive_terms\": -1.0530712444642725, \"additive_terms_lower\": -1.0530712444642725, \"additive_terms_upper\": -1.0530712444642725, \"yearly\": -1.0530712444642725, \"yearly_lower\": -1.0530712444642725, \"yearly_upper\": -1.0530712444642725, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.5486063575300582, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-14T00:00:00\", \"trend\": 0.4906234022673545, \"yhat_lower\": -3.700016691032499, \"yhat_upper\": 2.3285570743777035, \"trend_lower\": 0.48913885829088605, \"trend_upper\": 0.49224900070818994, \"additive_terms\": -1.0108174425307144, \"additive_terms_lower\": -1.0108174425307144, \"additive_terms_upper\": -1.0108174425307144, \"yearly\": -1.0108174425307144, \"yearly_lower\": -1.0108174425307144, \"yearly_upper\": -1.0108174425307144, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.5201940402633598, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-21T00:00:00\", \"trend\": 0.4767819176004954, \"yhat_lower\": -2.928968505024767, \"yhat_upper\": 3.2209815920404066, \"trend_lower\": 0.4751047354568862, \"trend_upper\": 0.4785839418529184, \"additive_terms\": -0.48291162251736847, \"additive_terms_lower\": -0.48291162251736847, \"additive_terms_upper\": -0.48291162251736847, \"yearly\": -0.48291162251736847, \"yearly_lower\": -0.48291162251736847, \"yearly_upper\": -0.48291162251736847, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.006129704916873091, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-28T00:00:00\", \"trend\": 0.4629404329336355, \"yhat_lower\": -2.4890278363553118, \"yhat_upper\": 3.589339103968676, \"trend_lower\": 0.46105400339699926, \"trend_upper\": 0.46488613484582847, \"additive_terms\": 0.017151302030937118, \"additive_terms_lower\": 0.017151302030937118, \"additive_terms_upper\": 0.017151302030937118, \"yearly\": 0.017151302030937118, \"yearly_lower\": 0.017151302030937118, \"yearly_upper\": 0.017151302030937118, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.48009173496457264, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-04T00:00:00\", \"trend\": 0.4490989482667764, \"yhat_lower\": -2.854825121599382, \"yhat_upper\": 3.260356904178946, \"trend_lower\": 0.4469641572966655, \"trend_upper\": 0.4512129309960712, \"additive_terms\": -0.1743960099174368, \"additive_terms_lower\": -0.1743960099174368, \"additive_terms_upper\": -0.1743960099174368, \"yearly\": -0.1743960099174368, \"yearly_lower\": -0.1743960099174368, \"yearly_upper\": -0.1743960099174368, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.27470293834933956, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-11T00:00:00\", \"trend\": 0.4352574635999165, \"yhat_lower\": -3.560922143035015, \"yhat_upper\": 2.395391869301266, \"trend_lower\": 0.43294249871171364, \"trend_upper\": 0.43758234666190465, \"additive_terms\": -1.0762823186246837, \"additive_terms_lower\": -1.0762823186246837, \"additive_terms_upper\": -1.0762823186246837, \"yearly\": -1.0762823186246837, \"yearly_lower\": -1.0762823186246837, \"yearly_upper\": -1.0762823186246837, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -0.6410248550247672, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-18T00:00:00\", \"trend\": 0.4214159789330574, \"yhat_lower\": -4.380914347835313, \"yhat_upper\": 1.8277456733053548, \"trend_lower\": 0.41892085488080505, \"trend_upper\": 0.4239625561701662, \"additive_terms\": -1.878168837159006, \"additive_terms_lower\": -1.878168837159006, \"additive_terms_upper\": -1.878168837159006, \"yearly\": -1.878168837159006, \"yearly_lower\": -1.878168837159006, \"yearly_upper\": -1.878168837159006, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": -1.4567528582259486, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-25T00:00:00\", \"trend\": 0.40757449426619824, \"yhat_lower\": -4.576516743114207, \"yhat_upper\": 1.8217631946654513, \"trend_lower\": 0.404896272194908, \"trend_upper\": 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-0.16284180753720384, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-09T00:00:00\", \"trend\": 0.37989152493247924, \"yhat_lower\": -1.7920996204224822, \"yhat_upper\": 3.9883970930226846, \"trend_lower\": 0.3767066593949152, \"trend_upper\": 0.38294291069658143, \"additive_terms\": 0.6837763446118239, \"additive_terms_lower\": 0.6837763446118239, \"additive_terms_upper\": 0.6837763446118239, \"yearly\": 0.6837763446118239, \"yearly_lower\": 0.6837763446118239, \"yearly_upper\": 0.6837763446118239, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0636678695443031, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-16T00:00:00\", \"trend\": 0.3660500402656194, \"yhat_lower\": -1.3527084549563348, \"yhat_upper\": 4.582891182327844, \"trend_lower\": 0.3625807154848199, \"trend_upper\": 0.36919588949170545, \"additive_terms\": 1.1745480035662745, \"additive_terms_lower\": 1.1745480035662745, \"additive_terms_upper\": 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\"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8371167049281385, \"label\": \"Forecast\"}, {\"ds\": \"1938-11-13T00:00:00\", \"trend\": 0.31068410159818066, \"yhat_lower\": -0.5237929465945955, \"yhat_upper\": 5.549635963738235, \"trend_lower\": 0.30618208864405505, \"trend_upper\": 0.31478579055123945, \"additive_terms\": 2.3279493456980602, \"additive_terms_lower\": 2.3279493456980602, \"additive_terms_upper\": 2.3279493456980602, \"yearly\": 2.3279493456980602, \"yearly_lower\": 2.3279493456980602, \"yearly_upper\": 2.3279493456980602, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.638633447296241, \"label\": \"Forecast\"}], \"data-57c99e42e331a2944b50fe1766440cd1\": [{\"x1\": \"1928-01-01T00:00:00\", \"x2\": \"1928-02-29T00:00:00\"}], \"data-6b3ba286b783ae0dbc33fef06739ee73\": [{\"x1\": \"1930-01-03T00:00:00\", \"x2\": \"1930-06-01T00:00:00\"}], \"data-c7b574df7a316e0661660d72f73761d6\": [{\"x1\": \"1930-08-01T00:00:00\", \"x2\": \"1930-12-31T00:00:00\"}], \"data-ac34aa1cf47bfb1f371e8be9799cb7d6\": [{\"x1\": \"1931-02-17T00:00:00\", \"x2\": \"1932-09-25T00:00:00\"}], \"data-01cd52bf81c00a6bbba8d7b7c05068ae\": [{\"x1\": \"1937-01-01T00:00:00\", \"x2\": \"1938-02-16T00:00:00\"}], \"data-95416cb4c3eb2a49949563fe2779ad43\": [{\"x1\": \"1938-05-06T00:00:00\", \"x2\": \"1938-10-20T00:00:00\"}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chart_height = 275\n",
    "gap_areas = plot_gap_areas(logbook_gaps, chart_height, newmember_subscriptions_by_week, include_line=False)\n",
    "plot_newsubs_weekly_forecast(forecasted_subscriptions, gap_areas, logbook_gaps, chart_height, post1932_date, newmember_subscriptions_by_week, show_model=True, separate_model_decades=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Figure - New member subscriptions from logbooks by week, with forecast model and predictions (logistic growth model, weekly seasonality enabled)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 452
    },
    "id": "B2sro5w71HKe",
    "outputId": "560c2cd8-02a7-4b7a-dc93-45b03e9d129c"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "16:47:20 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:20 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:20 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:20 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:20 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:20 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:21 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:21 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:21 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:21 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:22 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:22 - cmdstanpy - INFO - Chain [1] done processing\n",
      "16:47:22 - cmdstanpy - INFO - Chain [1] start processing\n",
      "16:47:22 - cmdstanpy - INFO - Chain [1] done processing\n"
     ]
    }
   ],
   "source": [
    "lognewsub_weeks_fcst = forecast_missing_subscriptions(newmember_subscriptions_by_week, logbook_gaps, post1932_date, train_all_data=True, return_prophet_model=False, use_weekly_growth_cap=True, use_total_growth_cap=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 677
    },
    "id": "aihMWupL1J94",
    "outputId": "4e8f5df5-146a-4eb7-9319-1c6d55c67693"
   },
   "outputs": [
    {
     "data": {
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3.37548883101855, \"label\": \"Forecast model\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 2.215699957389197, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3255828866026305, \"yhat_upper\": 7.424681186637683, \"trend_lower\": 2.215699957389197, \"trend_upper\": 2.215699957389197, \"additive_terms\": 1.2091408524237217, \"additive_terms_lower\": 1.2091408524237217, \"additive_terms_upper\": 1.2091408524237217, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08682575661745218, \"yearly_lower\": -0.08682575661745218, \"yearly_upper\": -0.08682575661745218, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4248408098129186, \"label\": \"Forecast model\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 2.2114950315977633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.794819662232775, \"yhat_upper\": 7.266847853687435, \"trend_lower\": 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1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1925392590169326, \"yearly_lower\": -1.1925392590169326, \"yearly_upper\": -1.1925392590169326, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2940015627072583, \"label\": \"Forecast model\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 2.1864107587178094, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7082692215350372, \"yhat_upper\": 5.713204411100437, \"trend_lower\": 2.1864107587178094, \"trend_upper\": 2.1864107587178094, \"additive_terms\": -0.1357069457854274, \"additive_terms_lower\": -0.1357069457854274, \"additive_terms_upper\": -0.1357069457854274, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.4316735548266013, \"yearly_lower\": -1.4316735548266013, \"yearly_upper\": -1.4316735548266013, \"multiplicative_terms\": 0.0, 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2.145153702853685, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.8636248125170742, \"yhat_upper\": 6.005948375931727, \"trend_lower\": 2.145153702853685, \"trend_upper\": 2.145153702853685, \"additive_terms\": -0.03052824029183575, \"additive_terms_lower\": -0.03052824029183575, \"additive_terms_upper\": -0.03052824029183575, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3264948493330098, \"yearly_lower\": -1.3264948493330098, \"yearly_upper\": -1.3264948493330098, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1146254625618495, \"label\": \"Forecast model\"}, {\"ds\": \"1930-08-24T00:00:00\", \"trend\": 2.141065580331504, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.157009615617451, \"yhat_upper\": 6.159398178701254, \"trend_lower\": 2.141065580331504, \"trend_upper\": 2.141065580331504, \"additive_terms\": 0.226326001302111, 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{\"ds\": \"1930-03-09T00:00:00\", \"trend\": 2.24107547044986, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.08840955437855326, \"yhat_upper\": 7.474267557720788, \"trend_lower\": 2.24107547044986, \"trend_upper\": 2.24107547044986, \"additive_terms\": 1.4363591958209143, \"additive_terms_lower\": 1.4363591958209143, \"additive_terms_upper\": 1.4363591958209143, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.14039258677974042, \"yearly_lower\": 0.14039258677974042, \"yearly_upper\": 0.14039258677974042, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.6774346662707744, \"label\": \"Forecast model\"}, {\"ds\": \"1930-03-16T00:00:00\", \"trend\": 2.2368288052306355, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2524664947819791, \"yhat_upper\": 7.365245062077718, \"trend_lower\": 2.2368288052306355, \"trend_upper\": 2.2368288052306355, 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3.4020613237147193, \"label\": \"Forecast model\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 2.2072970364046824, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.1788927343284977, \"yhat_upper\": 7.271169775868251, \"trend_lower\": 2.2072970364046824, \"trend_upper\": 2.2072970364046824, \"additive_terms\": 1.1955262308737284, \"additive_terms_lower\": 1.1955262308737284, \"additive_terms_upper\": 1.1955262308737284, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10044037816744561, \"yearly_lower\": -0.10044037816744561, \"yearly_upper\": -0.10044037816744561, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4028232672784107, \"label\": \"Forecast model\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 2.2031059643688593, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2157913218758942, \"yhat_upper\": 7.14219327121853, \"trend_lower\": 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2.8498327392261023, \"label\": \"Forecast model\"}, {\"ds\": \"1933-07-09T00:00:00\", \"trend\": 1.6005519235735113, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7846914312066329, \"yhat_upper\": 6.356704625870895, \"trend_lower\": 1.6005519235735113, \"trend_upper\": 1.6005519235735113, \"additive_terms\": 1.1719552503279247, \"additive_terms_lower\": 1.1719552503279247, \"additive_terms_upper\": 1.1719552503279247, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.12401135871324932, \"yearly_lower\": -0.12401135871324932, \"yearly_upper\": -0.12401135871324932, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.772507173901436, \"label\": \"Forecast model\"}, {\"ds\": \"1933-07-16T00:00:00\", \"trend\": 1.5974033112379877, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3766051119531018, \"yhat_upper\": 6.25683171315878, \"trend_lower\": 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{\"ds\": \"1936-12-27T00:00:00\", \"trend\": 1.1148451889988602, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.9650546633115635, \"yhat_upper\": 5.852646929084759, \"trend_lower\": 1.1148451889988602, \"trend_upper\": 1.1148451889988602, \"additive_terms\": 0.7872468402733945, \"additive_terms_lower\": 0.7872468402733945, \"additive_terms_upper\": 0.7872468402733945, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5087197687677795, \"yearly_lower\": -0.5087197687677795, \"yearly_upper\": -0.5087197687677795, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9020920292722547, \"label\": \"Forecast model\"}, {\"ds\": \"1937-01-03T00:00:00\", \"trend\": 1.1125909634150282, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4483703129608354, \"yhat_upper\": 5.979522421808809, \"trend_lower\": 1.1125909634150282, \"trend_upper\": 1.1125909634150282, 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1.1036167423654024, \"additive_terms\": 1.9608552435568396, \"additive_terms_lower\": 1.9608552435568396, \"additive_terms_upper\": 1.9608552435568396, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6648886345156658, \"yearly_lower\": 0.6648886345156658, \"yearly_upper\": 0.6648886345156658, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.064471985922242, \"label\": \"Forecast model\"}, {\"ds\": \"1937-02-07T00:00:00\", \"trend\": 1.1013838226544221, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2157156290684008, \"yhat_upper\": 6.360265162806126, \"trend_lower\": 1.1013838226544221, \"trend_upper\": 1.1013838226544221, \"additive_terms\": 1.4999746592287666, \"additive_terms_lower\": 1.4999746592287666, \"additive_terms_upper\": 1.4999746592287666, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 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2.1540626817283117, \"label\": \"Forecast model\"}, {\"ds\": \"1937-02-21T00:00:00\", \"trend\": 1.0969306973103958, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.693713807804716, \"yhat_upper\": 6.011941358616441, \"trend_lower\": 1.0969306973103958, \"trend_upper\": 1.0969306973103958, \"additive_terms\": 0.936005330574722, \"additive_terms_lower\": 0.936005330574722, \"additive_terms_upper\": 0.936005330574722, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.35996127846645204, \"yearly_lower\": -0.35996127846645204, \"yearly_upper\": -0.35996127846645204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0329360278851176, \"label\": \"Forecast model\"}, {\"ds\": \"1937-02-28T00:00:00\", \"trend\": 1.0947104778232895, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4291048642189277, \"yhat_upper\": 6.1141139853108095, \"trend_lower\": 1.0947104778232895, \"trend_upper\": 1.0947104778232895, \"additive_terms\": 1.1500885855502203, \"additive_terms_lower\": 1.1500885855502203, \"additive_terms_upper\": 1.1500885855502203, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14587802349095372, \"yearly_lower\": -0.14587802349095372, \"yearly_upper\": -0.14587802349095372, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2447990633735095, \"label\": \"Forecast model\"}, {\"ds\": \"1937-03-07T00:00:00\", \"trend\": 1.0924944779013774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.393062544411121, \"yhat_upper\": 5.945265773032088, \"trend_lower\": 1.0924944779013774, \"trend_upper\": 1.0924944779013774, \"additive_terms\": 1.404578418614074, \"additive_terms_lower\": 1.404578418614074, \"additive_terms_upper\": 1.404578418614074, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.10861180957290004, \"yearly_lower\": 0.10861180957290004, \"yearly_upper\": 0.10861180957290004, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4970728965154514, \"label\": \"Forecast model\"}, {\"ds\": \"1937-03-14T00:00:00\", \"trend\": 1.090282690634595, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2780830914913262, \"yhat_upper\": 6.087974290187652, \"trend_lower\": 1.090282690634595, \"trend_upper\": 1.090282690634595, \"additive_terms\": 1.4204616749560552, \"additive_terms_lower\": 1.4204616749560552, \"additive_terms_upper\": 1.4204616749560552, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.12449506591488115, \"yearly_lower\": 0.12449506591488115, \"yearly_upper\": 0.12449506591488115, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, 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0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.78607998534857, \"label\": \"Forecast model\"}, {\"ds\": \"1937-12-05T00:00:00\", \"trend\": 1.0092887791199303, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4053996009535715, \"yhat_upper\": 6.759755580978268, \"trend_lower\": 1.0092887791199303, \"trend_upper\": 1.0092887791199303, \"additive_terms\": 2.0145564256336352, \"additive_terms_lower\": 2.0145564256336352, \"additive_terms_upper\": 2.0145564256336352, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.7185898165924616, \"yearly_lower\": 0.7185898165924616, \"yearly_upper\": 0.7185898165924616, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0238452047535658, \"label\": \"Forecast model\"}, {\"ds\": \"1937-12-12T00:00:00\", \"trend\": 1.007235969362039, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 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1.0529289347844202, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24303767425675385, \"yearly_lower\": -0.24303767425675385, \"yearly_upper\": -0.24303767425675385, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.7013905397689024, \"label\": \"Forecast model\"}, {\"ds\": \"1933-04-02T00:00:00\", \"trend\": 1.645227656282585, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9153236578394696, \"yhat_upper\": 6.44367089570008, \"trend_lower\": 1.645227656282585, \"trend_upper\": 1.645227656282585, \"additive_terms\": 0.9884524826923323, \"additive_terms_lower\": 0.9884524826923323, \"additive_terms_upper\": 0.9884524826923323, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.30751412634884157, \"yearly_lower\": -0.30751412634884157, \"yearly_upper\": -0.30751412634884157, 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1.6259443130109554, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0315363044237813, \"yhat_upper\": 6.524568785456877, \"trend_lower\": 1.6259443130109554, \"trend_upper\": 1.6259443130109554, \"additive_terms\": 1.1680197270011077, \"additive_terms_lower\": 1.1680197270011077, \"additive_terms_upper\": 1.1680197270011077, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.12794688204006618, \"yearly_lower\": -0.12794688204006618, \"yearly_upper\": -0.12794688204006618, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.793964040012063, \"label\": \"Forecast model\"}, {\"ds\": \"1933-05-21T00:00:00\", \"trend\": 1.6227504074106822, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5211360870539603, \"yhat_upper\": 6.106828559774339, \"trend_lower\": 1.6227504074106822, \"trend_upper\": 1.6227504074106822, \"additive_terms\": 0.8844576313280765, 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0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.456317500612749, \"label\": \"Forecast model\"}, {\"ds\": \"1935-11-17T00:00:00\", \"trend\": 1.253146661642543, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.0362328204813094, \"yhat_upper\": 8.371798060388219, \"trend_lower\": 1.253146661642543, \"trend_upper\": 1.253146661642543, \"additive_terms\": 3.2899195893960202, \"additive_terms_lower\": 3.2899195893960202, \"additive_terms_upper\": 3.2899195893960202, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9939529803548461, \"yearly_lower\": 1.9939529803548461, \"yearly_upper\": 1.9939529803548461, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.543066251038564, \"label\": \"Forecast model\"}, {\"ds\": \"1935-11-24T00:00:00\", \"trend\": 1.2506323439156581, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 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2.3876707278614795, \"label\": \"Forecast model\"}, {\"ds\": \"1936-05-10T00:00:00\", \"trend\": 1.1916789264225174, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.475182902408867, \"yhat_upper\": 6.0677850661642685, \"trend_lower\": 1.1916789264225174, \"trend_upper\": 1.1916789264225174, \"additive_terms\": 1.2097852065291559, \"additive_terms_lower\": 1.2097852065291559, \"additive_terms_upper\": 1.2097852065291559, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08618140251201804, \"yearly_lower\": -0.08618140251201804, \"yearly_upper\": -0.08618140251201804, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4014641329516735, \"label\": \"Forecast model\"}, {\"ds\": \"1936-05-17T00:00:00\", \"trend\": 1.1892796730517787, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5909248189354182, \"yhat_upper\": 6.125566354095173, \"trend_lower\": 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2.1540626817283117, \"label\": \"Forecast model\"}, {\"ds\": \"1937-02-21T00:00:00\", \"trend\": 1.0969306973103958, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7112426150114917, \"yhat_upper\": 5.7392956827931885, \"trend_lower\": 1.0969306973103958, \"trend_upper\": 1.0969306973103958, \"additive_terms\": 0.936005330574722, \"additive_terms_lower\": 0.936005330574722, \"additive_terms_upper\": 0.936005330574722, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.35996127846645204, \"yearly_lower\": -0.35996127846645204, \"yearly_upper\": -0.35996127846645204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0329360278851176, \"label\": \"Forecast model\"}, {\"ds\": \"1937-02-28T00:00:00\", \"trend\": 1.0947104778232895, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3415482715369023, \"yhat_upper\": 6.105369950625225, \"trend_lower\": 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\"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 2.219911821212576, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5109326479975195, \"yhat_upper\": 7.161027121953287, \"trend_lower\": 2.219911821212576, \"trend_upper\": 2.219911821212576, \"additive_terms\": 1.155577009805974, \"additive_terms_lower\": 1.155577009805974, \"additive_terms_upper\": 1.155577009805974, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14038959923519995, \"yearly_lower\": -0.14038959923519995, \"yearly_upper\": -0.14038959923519995, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.37548883101855, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 2.215699957389197, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5859331522079776, \"yhat_upper\": 6.987074113999728, \"trend_lower\": 2.215699957389197, \"trend_upper\": 2.215699957389197, \"additive_terms\": 1.2091408524237217, \"additive_terms_lower\": 1.2091408524237217, \"additive_terms_upper\": 1.2091408524237217, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08682575661745218, \"yearly_lower\": -0.08682575661745218, \"yearly_upper\": -0.08682575661745218, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4248408098129186, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 2.2114950315977633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4329236665551001, \"yhat_upper\": 7.177689099166026, \"trend_lower\": 2.2114950315977633, \"trend_upper\": 2.2114950315977633, \"additive_terms\": 1.190566292116956, \"additive_terms_lower\": 1.190566292116956, \"additive_terms_upper\": 1.190566292116956, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10540031692421793, \"yearly_lower\": -0.10540031692421793, \"yearly_upper\": -0.10540031692421793, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4020613237147193, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 2.2072970364046824, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.28791221176505244, \"yhat_upper\": 7.132676831064077, \"trend_lower\": 2.2072970364046824, \"trend_upper\": 2.2072970364046824, \"additive_terms\": 1.1955262308737284, \"additive_terms_lower\": 1.1955262308737284, \"additive_terms_upper\": 1.1955262308737284, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10044037816744561, \"yearly_lower\": -0.10044037816744561, \"yearly_upper\": -0.10044037816744561, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4028232672784107, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 2.2031059643688593, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3597229067063396, \"yhat_upper\": 6.917622524425712, \"trend_lower\": 2.2031059643688593, \"trend_upper\": 2.2031059643688593, \"additive_terms\": 1.20752462498568, \"additive_terms_lower\": 1.20752462498568, \"additive_terms_upper\": 1.20752462498568, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08844198405549396, \"yearly_lower\": -0.08844198405549396, \"yearly_upper\": -0.08844198405549396, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.410630589354539, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-18T00:00:00\", \"trend\": 2.198921808041774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5430448017403795, \"yhat_upper\": 6.894804073054414, \"trend_lower\": 2.198921808041774, \"trend_upper\": 2.198921808041774, \"additive_terms\": 1.0528012062041, \"additive_terms_lower\": 1.0528012062041, \"additive_terms_upper\": 1.0528012062041, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24316540283707405, \"yearly_lower\": -0.24316540283707405, \"yearly_upper\": -0.24316540283707405, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.251723014245874, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-25T00:00:00\", \"trend\": 2.194744559967547, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7776446398548199, \"yhat_upper\": 6.801601666691541, \"trend_lower\": 2.194744559967547, \"trend_upper\": 2.194744559967547, \"additive_terms\": 0.6243387634255056, \"additive_terms_lower\": 0.6243387634255056, \"additive_terms_upper\": 0.6243387634255056, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6716278456156684, \"yearly_lower\": -0.6716278456156684, \"yearly_upper\": -0.6716278456156684, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.819083323393053, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-01T00:00:00\", \"trend\": 2.1905742126830168, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3535952797128532, \"yhat_upper\": 5.766368745626878, \"trend_lower\": 2.1905742126830168, \"trend_upper\": 2.1905742126830168, \"additive_terms\": 0.10342735002424139, \"additive_terms_lower\": 0.10342735002424139, \"additive_terms_upper\": 0.10342735002424139, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1925392590169326, \"yearly_lower\": -1.1925392590169326, \"yearly_upper\": -1.1925392590169326, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2940015627072583, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 2.1864107587178094, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.412838244581235, \"yhat_upper\": 6.0645837726877385, \"trend_lower\": 2.1864107587178094, \"trend_upper\": 2.1864107587178094, \"additive_terms\": -0.1357069457854274, \"additive_terms_lower\": -0.1357069457854274, \"additive_terms_upper\": -0.1357069457854274, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.4316735548266013, \"yearly_lower\": -1.4316735548266013, \"yearly_upper\": -1.4316735548266013, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0507038129323822, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 2.1822541905944144, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5063496322133385, \"yhat_upper\": 6.052311781969736, \"trend_lower\": 2.1822541905944144, \"trend_upper\": 2.1822541905944144, \"additive_terms\": 0.11801908275770279, \"additive_terms_lower\": 0.11801908275770279, \"additive_terms_upper\": 0.11801908275770279, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.177947526283471, \"yearly_lower\": -1.177947526283471, \"yearly_upper\": -1.177947526283471, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.300273273352117, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-22T00:00:00\", \"trend\": 2.178104500828253, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9854227306067098, \"yhat_upper\": 6.776817317804043, \"trend_lower\": 2.178104500828253, \"trend_upper\": 2.178104500828253, \"additive_terms\": 0.6840719178994953, \"additive_terms_lower\": 0.6840719178994953, \"additive_terms_upper\": 0.6840719178994953, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6118946911416787, \"yearly_lower\": -0.6118946911416787, \"yearly_upper\": -0.6118946911416787, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8621764187277483, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-29T00:00:00\", \"trend\": 2.173961681892184, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2506215224575271, \"yhat_upper\": 6.83291488497025, \"trend_lower\": 2.173961681892184, \"trend_upper\": 2.173961681892184, \"additive_terms\": 1.1510836010467607, \"additive_terms_lower\": 1.1510836010467607, \"additive_terms_upper\": 1.1510836010467607, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1448830079944133, \"yearly_lower\": -0.1448830079944133, \"yearly_upper\": -0.1448830079944133, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3250452829389445, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-08T00:00:00\", \"trend\": 2.2969202009399368, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.2248763082924536, \"yhat_upper\": 7.804845360453525, \"trend_lower\": 2.2969202009399368, \"trend_upper\": 2.2969202009399368, \"additive_terms\": 1.6726636351393485, \"additive_terms_lower\": 1.6726636351393485, \"additive_terms_upper\": 1.6726636351393485, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.3766970260981748, \"yearly_lower\": 0.3766970260981748, \"yearly_upper\": 0.3766970260981748, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.969583836079285, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-15T00:00:00\", \"trend\": 2.2925821903935573, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6030160711212225, \"yhat_upper\": 7.185507451656563, \"trend_lower\": 2.2925821903935573, \"trend_upper\": 2.2925821903935573, \"additive_terms\": 1.0348371432024148, \"additive_terms_lower\": 1.0348371432024148, \"additive_terms_upper\": 1.0348371432024148, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2611294658387591, \"yearly_lower\": -0.2611294658387591, \"yearly_upper\": -0.2611294658387591, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.327419333595972, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-22T00:00:00\", \"trend\": 2.288251250316219, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8770286246953769, \"yhat_upper\": 6.636881182157843, \"trend_lower\": 2.288251250316219, \"trend_upper\": 2.288251250316219, \"additive_terms\": 0.7591508531964803, \"additive_terms_lower\": 0.7591508531964803, \"additive_terms_upper\": 0.7591508531964803, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5368157558446935, \"yearly_lower\": -0.5368157558446935, \"yearly_upper\": -0.5368157558446935, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0474021035126997, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-29T00:00:00\", \"trend\": 2.2839273734221157, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8284521910125493, \"yhat_upper\": 6.791777658909592, \"trend_lower\": 2.2839273734221157, \"trend_upper\": 2.2839273734221157, \"additive_terms\": 0.8328482022846677, \"additive_terms_lower\": 0.8328482022846677, \"additive_terms_upper\": 0.8328482022846677, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.46311840675650623, \"yearly_lower\": -0.46311840675650623, \"yearly_upper\": -0.46311840675650623, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.116775575706783, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-05T00:00:00\", \"trend\": 2.2796105524165897, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.36873497843202435, \"yhat_upper\": 7.198541821946604, \"trend_lower\": 2.2796105524165897, \"trend_upper\": 2.2796105524165897, \"additive_terms\": 1.14799981784155, \"additive_terms_lower\": 1.14799981784155, \"additive_terms_upper\": 1.14799981784155, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14796679119962386, \"yearly_lower\": -0.14796679119962386, \"yearly_upper\": -0.14796679119962386, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4276103702581397, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-12T00:00:00\", \"trend\": 2.2753007799962046, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.3828912261360593, \"yhat_upper\": 7.8279872284289915, \"trend_lower\": 2.2753007799962046, \"trend_upper\": 2.2753007799962046, \"additive_terms\": 1.5860271778855837, \"additive_terms_lower\": 1.5860271778855837, \"additive_terms_upper\": 1.5860271778855837, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.29006056884440995, \"yearly_lower\": 0.29006056884440995, \"yearly_upper\": 0.29006056884440995, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.8613279578817883, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-19T00:00:00\", \"trend\": 2.2709980488488237, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.40309739046999393, \"yhat_upper\": 7.82820690246793, \"trend_lower\": 2.2709980488488237, \"trend_upper\": 2.2709980488488237, \"additive_terms\": 1.9814958060735146, \"additive_terms_lower\": 1.9814958060735146, \"additive_terms_upper\": 1.9814958060735146, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6855291970323409, \"yearly_lower\": 0.6855291970323409, \"yearly_upper\": 0.6855291970323409, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.252493854922339, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-26T00:00:00\", \"trend\": 2.2667023516536853, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.624917177337745, \"yhat_upper\": 8.141967666683191, \"trend_lower\": 2.2667023516536853, \"trend_upper\": 2.2667023516536853, \"additive_terms\": 2.115516475711617, \"additive_terms_lower\": 2.115516475711617, \"additive_terms_upper\": 2.115516475711617, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8195498666704434, \"yearly_lower\": 0.8195498666704434, \"yearly_upper\": 0.8195498666704434, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.382218827365302, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-02T00:00:00\", \"trend\": 2.262413681081481, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.3318126297458637, \"yhat_upper\": 7.927915951997565, \"trend_lower\": 2.262413681081481, \"trend_upper\": 2.262413681081481, \"additive_terms\": 1.8647813500820978, \"additive_terms_lower\": 1.8647813500820978, \"additive_terms_upper\": 1.8647813500820978, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5688147410409239, \"yearly_lower\": 0.5688147410409239, \"yearly_upper\": 0.5688147410409239, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.127195031163579, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-09T00:00:00\", \"trend\": 2.2581320297944303, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.1914419151946566, \"yhat_upper\": 7.359265652984508, \"trend_lower\": 2.2581320297944303, \"trend_upper\": 2.2581320297944303, \"additive_terms\": 1.3721437944322648, \"additive_terms_lower\": 1.3721437944322648, \"additive_terms_upper\": 1.3721437944322648, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.07617718539109077, \"yearly_lower\": 0.07617718539109077, \"yearly_upper\": 0.07617718539109077, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.630275824226695, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-16T00:00:00\", \"trend\": 2.253857390446355, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3039976064563426, \"yhat_upper\": 7.059133690627812, \"trend_lower\": 2.253857390446355, \"trend_upper\": 2.253857390446355, \"additive_terms\": 0.987760183317078, \"additive_terms_lower\": 0.987760183317078, \"additive_terms_upper\": 0.987760183317078, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3082064257240958, \"yearly_lower\": -0.3082064257240958, \"yearly_upper\": -0.3082064257240958, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.241617573763433, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-23T00:00:00\", \"trend\": 2.24958975568276, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7521524664456843, \"yhat_upper\": 6.912221810674762, \"trend_lower\": 2.24958975568276, \"trend_upper\": 2.24958975568276, \"additive_terms\": 0.966324802123985, \"additive_terms_lower\": 0.966324802123985, \"additive_terms_upper\": 0.966324802123985, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.32964180691718903, \"yearly_lower\": -0.32964180691718903, \"yearly_upper\": -0.32964180691718903, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2159145578067454, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-02T00:00:00\", \"trend\": 2.245329118140899, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.36115624322764933, \"yhat_upper\": 7.2527984146879305, \"trend_lower\": 2.245329118140899, \"trend_upper\": 2.245329118140899, \"additive_terms\": 1.2240257910062013, \"additive_terms_lower\": 1.2240257910062013, \"additive_terms_upper\": 1.2240257910062013, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.07194081803497238, \"yearly_lower\": -0.07194081803497238, \"yearly_upper\": -0.07194081803497238, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4693549091471008, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-09T00:00:00\", \"trend\": 2.24107547044986, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.35661612022591, \"yhat_upper\": 7.446661655861935, \"trend_lower\": 2.24107547044986, \"trend_upper\": 2.24107547044986, \"additive_terms\": 1.4363591958209143, \"additive_terms_lower\": 1.4363591958209143, \"additive_terms_upper\": 1.4363591958209143, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.14039258677974042, \"yearly_lower\": 0.14039258677974042, \"yearly_upper\": 0.14039258677974042, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.6774346662707744, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-16T00:00:00\", \"trend\": 2.2368288052306355, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2155995814929854, \"yhat_upper\": 7.425700391571968, \"trend_lower\": 2.2368288052306355, \"trend_upper\": 2.2368288052306355, \"additive_terms\": 1.3814196924785767, \"additive_terms_lower\": 1.3814196924785767, \"additive_terms_upper\": 1.3814196924785767, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.08545308343740289, \"yearly_lower\": 0.08545308343740289, \"yearly_upper\": 0.08545308343740289, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.618248497709212, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-23T00:00:00\", \"trend\": 2.2325891150961983, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5019831505123743, \"yhat_upper\": 7.392179866295669, \"trend_lower\": 2.2325891150961983, \"trend_upper\": 2.2325891150961983, \"additive_terms\": 1.1482918946786407, \"additive_terms_lower\": 1.1482918946786407, \"additive_terms_upper\": 1.1482918946786407, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14767471436253327, \"yearly_lower\": -0.14767471436253327, \"yearly_upper\": -0.14767471436253327, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.380881009774839, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-30T00:00:00\", \"trend\": 2.228356392651571, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5553268133289764, \"yhat_upper\": 6.963407572503098, \"trend_lower\": 2.228356392651571, \"trend_upper\": 2.228356392651571, \"additive_terms\": 0.9918098377451922, \"additive_terms_lower\": 0.9918098377451922, \"additive_terms_upper\": 0.9918098377451922, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3041567712959818, \"yearly_lower\": -0.3041567712959818, \"yearly_upper\": -0.3041567712959818, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2201662303967633, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-06T00:00:00\", \"trend\": 2.224130630493911, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4093370989128192, \"yhat_upper\": 7.061940436902728, \"trend_lower\": 2.224130630493911, \"trend_upper\": 2.224130630493911, \"additive_terms\": 1.0315429624921792, \"additive_terms_lower\": 1.0315429624921792, \"additive_terms_upper\": 1.0315429624921792, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2644236465489947, \"yearly_lower\": -0.2644236465489947, \"yearly_upper\": -0.2644236465489947, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2556735929860903, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 2.219911821212576, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5074301730291734, \"yhat_upper\": 7.2236727437299955, \"trend_lower\": 2.219911821212576, \"trend_upper\": 2.219911821212576, \"additive_terms\": 1.155577009805974, \"additive_terms_lower\": 1.155577009805974, \"additive_terms_upper\": 1.155577009805974, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14038959923519995, \"yearly_lower\": -0.14038959923519995, \"yearly_upper\": -0.14038959923519995, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.37548883101855, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 2.215699957389197, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3255828866026305, \"yhat_upper\": 7.424681186637683, \"trend_lower\": 2.215699957389197, \"trend_upper\": 2.215699957389197, \"additive_terms\": 1.2091408524237217, \"additive_terms_lower\": 1.2091408524237217, \"additive_terms_upper\": 1.2091408524237217, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08682575661745218, \"yearly_lower\": -0.08682575661745218, \"yearly_upper\": -0.08682575661745218, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4248408098129186, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 2.2114950315977633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.794819662232775, \"yhat_upper\": 7.266847853687435, \"trend_lower\": 2.2114950315977633, \"trend_upper\": 2.2114950315977633, \"additive_terms\": 1.190566292116956, \"additive_terms_lower\": 1.190566292116956, \"additive_terms_upper\": 1.190566292116956, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10540031692421793, \"yearly_lower\": -0.10540031692421793, \"yearly_upper\": -0.10540031692421793, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4020613237147193, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 2.2072970364046824, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5717735225162757, \"yhat_upper\": 7.124244225835407, \"trend_lower\": 2.2072970364046824, \"trend_upper\": 2.2072970364046824, \"additive_terms\": 1.1955262308737284, \"additive_terms_lower\": 1.1955262308737284, \"additive_terms_upper\": 1.1955262308737284, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10044037816744561, \"yearly_lower\": -0.10044037816744561, \"yearly_upper\": -0.10044037816744561, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4028232672784107, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 2.2031059643688593, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.11604150605954848, \"yhat_upper\": 7.368278536504711, \"trend_lower\": 2.2031059643688593, \"trend_upper\": 2.2031059643688593, \"additive_terms\": 1.20752462498568, \"additive_terms_lower\": 1.20752462498568, \"additive_terms_upper\": 1.20752462498568, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08844198405549396, \"yearly_lower\": -0.08844198405549396, \"yearly_upper\": -0.08844198405549396, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.410630589354539, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-18T00:00:00\", \"trend\": 2.198921808041774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.27285514015935847, \"yhat_upper\": 6.865892254790329, \"trend_lower\": 2.198921808041774, \"trend_upper\": 2.198921808041774, \"additive_terms\": 1.0528012062041, \"additive_terms_lower\": 1.0528012062041, \"additive_terms_upper\": 1.0528012062041, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24316540283707405, \"yearly_lower\": -0.24316540283707405, \"yearly_upper\": -0.24316540283707405, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.251723014245874, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-25T00:00:00\", \"trend\": 2.194744559967547, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7810507479067275, \"yhat_upper\": 6.429344954313099, \"trend_lower\": 2.194744559967547, \"trend_upper\": 2.194744559967547, \"additive_terms\": 0.6243387634255056, \"additive_terms_lower\": 0.6243387634255056, \"additive_terms_upper\": 0.6243387634255056, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6716278456156684, \"yearly_lower\": -0.6716278456156684, \"yearly_upper\": -0.6716278456156684, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.819083323393053, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-01T00:00:00\", \"trend\": 2.1905742126830168, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2805963617545533, \"yhat_upper\": 6.017425072741448, \"trend_lower\": 2.1905742126830168, \"trend_upper\": 2.1905742126830168, \"additive_terms\": 0.10342735002424139, \"additive_terms_lower\": 0.10342735002424139, \"additive_terms_upper\": 0.10342735002424139, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1925392590169326, \"yearly_lower\": -1.1925392590169326, \"yearly_upper\": -1.1925392590169326, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2940015627072583, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 2.1864107587178094, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7082692215350372, \"yhat_upper\": 5.713204411100437, \"trend_lower\": 2.1864107587178094, \"trend_upper\": 2.1864107587178094, \"additive_terms\": -0.1357069457854274, \"additive_terms_lower\": -0.1357069457854274, \"additive_terms_upper\": -0.1357069457854274, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.4316735548266013, \"yearly_lower\": -1.4316735548266013, \"yearly_upper\": -1.4316735548266013, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0507038129323822, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 2.1822541905944144, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.151597220253937, \"yhat_upper\": 5.769706704461949, \"trend_lower\": 2.1822541905944144, \"trend_upper\": 2.1822541905944144, \"additive_terms\": 0.11801908275770279, \"additive_terms_lower\": 0.11801908275770279, \"additive_terms_upper\": 0.11801908275770279, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.177947526283471, \"yearly_lower\": -1.177947526283471, \"yearly_upper\": -1.177947526283471, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.300273273352117, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-22T00:00:00\", \"trend\": 2.178104500828253, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.038731207500631, \"yhat_upper\": 6.594073285028344, \"trend_lower\": 2.178104500828253, \"trend_upper\": 2.178104500828253, \"additive_terms\": 0.6840719178994953, \"additive_terms_lower\": 0.6840719178994953, \"additive_terms_upper\": 0.6840719178994953, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6118946911416787, \"yearly_lower\": -0.6118946911416787, \"yearly_upper\": -0.6118946911416787, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8621764187277483, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-29T00:00:00\", \"trend\": 2.173961681892184, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.16605522862099054, \"yhat_upper\": 7.2845271017610855, \"trend_lower\": 2.173961681892184, \"trend_upper\": 2.173961681892184, \"additive_terms\": 1.1510836010467607, \"additive_terms_lower\": 1.1510836010467607, \"additive_terms_upper\": 1.1510836010467607, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1448830079944133, \"yearly_lower\": -0.1448830079944133, \"yearly_upper\": -0.1448830079944133, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3250452829389445, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-08T00:00:00\", \"trend\": 2.2969202009399368, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.13389963644382008, \"yhat_upper\": 7.666406856109836, \"trend_lower\": 2.2969202009399368, \"trend_upper\": 2.2969202009399368, \"additive_terms\": 1.6726636351393485, \"additive_terms_lower\": 1.6726636351393485, \"additive_terms_upper\": 1.6726636351393485, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.3766970260981748, \"yearly_lower\": 0.3766970260981748, \"yearly_upper\": 0.3766970260981748, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.969583836079285, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-15T00:00:00\", \"trend\": 2.2925821903935573, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5720338920379054, \"yhat_upper\": 7.040064892963977, \"trend_lower\": 2.2925821903935573, \"trend_upper\": 2.2925821903935573, \"additive_terms\": 1.0348371432024148, \"additive_terms_lower\": 1.0348371432024148, \"additive_terms_upper\": 1.0348371432024148, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2611294658387591, \"yearly_lower\": -0.2611294658387591, \"yearly_upper\": -0.2611294658387591, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.327419333595972, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-22T00:00:00\", \"trend\": 2.288251250316219, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4244698139157886, \"yhat_upper\": 6.781760727534488, \"trend_lower\": 2.288251250316219, \"trend_upper\": 2.288251250316219, \"additive_terms\": 0.7591508531964803, \"additive_terms_lower\": 0.7591508531964803, \"additive_terms_upper\": 0.7591508531964803, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5368157558446935, \"yearly_lower\": -0.5368157558446935, \"yearly_upper\": -0.5368157558446935, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0474021035126997, \"label\": \"Forecast\"}, {\"ds\": \"1929-12-29T00:00:00\", \"trend\": 2.2839273734221157, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8768358610481519, \"yhat_upper\": 6.952120469138543, \"trend_lower\": 2.2839273734221157, \"trend_upper\": 2.2839273734221157, \"additive_terms\": 0.8328482022846677, \"additive_terms_lower\": 0.8328482022846677, \"additive_terms_upper\": 0.8328482022846677, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.46311840675650623, \"yearly_lower\": -0.46311840675650623, \"yearly_upper\": -0.46311840675650623, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.116775575706783, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-05T00:00:00\", \"trend\": 2.2796105524165897, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3840741073284861, \"yhat_upper\": 7.015956270827117, \"trend_lower\": 2.2796105524165897, \"trend_upper\": 2.2796105524165897, \"additive_terms\": 1.14799981784155, \"additive_terms_lower\": 1.14799981784155, \"additive_terms_upper\": 1.14799981784155, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14796679119962386, \"yearly_lower\": -0.14796679119962386, \"yearly_upper\": -0.14796679119962386, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4276103702581397, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-12T00:00:00\", \"trend\": 2.2753007799962046, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.15353745566866508, \"yhat_upper\": 7.8410218880819915, \"trend_lower\": 2.2753007799962046, \"trend_upper\": 2.2753007799962046, \"additive_terms\": 1.5860271778855837, \"additive_terms_lower\": 1.5860271778855837, \"additive_terms_upper\": 1.5860271778855837, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.29006056884440995, \"yearly_lower\": 0.29006056884440995, \"yearly_upper\": 0.29006056884440995, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.8613279578817883, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-19T00:00:00\", \"trend\": 2.2709980488488237, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.4302726021593441, \"yhat_upper\": 8.08554908369499, \"trend_lower\": 2.2709980488488237, \"trend_upper\": 2.2709980488488237, \"additive_terms\": 1.9814958060735146, \"additive_terms_lower\": 1.9814958060735146, \"additive_terms_upper\": 1.9814958060735146, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6855291970323409, \"yearly_lower\": 0.6855291970323409, \"yearly_upper\": 0.6855291970323409, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.252493854922339, \"label\": \"Forecast\"}, {\"ds\": \"1930-01-26T00:00:00\", \"trend\": 2.2667023516536853, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.6166046454076753, \"yhat_upper\": 8.03615857872765, \"trend_lower\": 2.2667023516536853, \"trend_upper\": 2.2667023516536853, \"additive_terms\": 2.115516475711617, \"additive_terms_lower\": 2.115516475711617, \"additive_terms_upper\": 2.115516475711617, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8195498666704434, \"yearly_lower\": 0.8195498666704434, \"yearly_upper\": 0.8195498666704434, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.382218827365302, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-02T00:00:00\", \"trend\": 2.262413681081481, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.25550677169309777, \"yhat_upper\": 7.741612545321604, \"trend_lower\": 2.262413681081481, \"trend_upper\": 2.262413681081481, \"additive_terms\": 1.8647813500820978, \"additive_terms_lower\": 1.8647813500820978, \"additive_terms_upper\": 1.8647813500820978, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5688147410409239, \"yearly_lower\": 0.5688147410409239, \"yearly_upper\": 0.5688147410409239, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.127195031163579, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-09T00:00:00\", \"trend\": 2.2581320297944303, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.15083612842564403, \"yhat_upper\": 7.335874502789848, \"trend_lower\": 2.2581320297944303, \"trend_upper\": 2.2581320297944303, \"additive_terms\": 1.3721437944322648, \"additive_terms_lower\": 1.3721437944322648, \"additive_terms_upper\": 1.3721437944322648, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.07617718539109077, \"yearly_lower\": 0.07617718539109077, \"yearly_upper\": 0.07617718539109077, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.630275824226695, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-16T00:00:00\", \"trend\": 2.253857390446355, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7219675251912034, \"yhat_upper\": 6.85266928240254, \"trend_lower\": 2.253857390446355, \"trend_upper\": 2.253857390446355, \"additive_terms\": 0.987760183317078, \"additive_terms_lower\": 0.987760183317078, \"additive_terms_upper\": 0.987760183317078, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3082064257240958, \"yearly_lower\": -0.3082064257240958, \"yearly_upper\": -0.3082064257240958, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.241617573763433, \"label\": \"Forecast\"}, {\"ds\": \"1930-02-23T00:00:00\", \"trend\": 2.24958975568276, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6522886639331462, \"yhat_upper\": 6.964358676879119, \"trend_lower\": 2.24958975568276, \"trend_upper\": 2.24958975568276, \"additive_terms\": 0.966324802123985, \"additive_terms_lower\": 0.966324802123985, \"additive_terms_upper\": 0.966324802123985, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.32964180691718903, \"yearly_lower\": -0.32964180691718903, \"yearly_upper\": -0.32964180691718903, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2159145578067454, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-02T00:00:00\", \"trend\": 2.245329118140899, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.03777431291973457, \"yhat_upper\": 7.262191862679298, \"trend_lower\": 2.245329118140899, \"trend_upper\": 2.245329118140899, \"additive_terms\": 1.2240257910062013, \"additive_terms_lower\": 1.2240257910062013, \"additive_terms_upper\": 1.2240257910062013, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.07194081803497238, \"yearly_lower\": -0.07194081803497238, \"yearly_upper\": -0.07194081803497238, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4693549091471008, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-09T00:00:00\", \"trend\": 2.24107547044986, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.08840955437855326, \"yhat_upper\": 7.474267557720788, \"trend_lower\": 2.24107547044986, \"trend_upper\": 2.24107547044986, \"additive_terms\": 1.4363591958209143, \"additive_terms_lower\": 1.4363591958209143, \"additive_terms_upper\": 1.4363591958209143, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.14039258677974042, \"yearly_lower\": 0.14039258677974042, \"yearly_upper\": 0.14039258677974042, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.6774346662707744, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-16T00:00:00\", \"trend\": 2.2368288052306355, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2524664947819791, \"yhat_upper\": 7.365245062077718, \"trend_lower\": 2.2368288052306355, \"trend_upper\": 2.2368288052306355, \"additive_terms\": 1.3814196924785767, \"additive_terms_lower\": 1.3814196924785767, \"additive_terms_upper\": 1.3814196924785767, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.08545308343740289, \"yearly_lower\": 0.08545308343740289, \"yearly_upper\": 0.08545308343740289, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.618248497709212, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-23T00:00:00\", \"trend\": 2.2325891150961983, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6439847395707089, \"yhat_upper\": 7.188144320256722, \"trend_lower\": 2.2325891150961983, \"trend_upper\": 2.2325891150961983, \"additive_terms\": 1.1482918946786407, \"additive_terms_lower\": 1.1482918946786407, \"additive_terms_upper\": 1.1482918946786407, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14767471436253327, \"yearly_lower\": -0.14767471436253327, \"yearly_upper\": -0.14767471436253327, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.380881009774839, \"label\": \"Forecast\"}, {\"ds\": \"1930-03-30T00:00:00\", \"trend\": 2.228356392651571, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.25196826144235046, \"yhat_upper\": 6.839698878260493, \"trend_lower\": 2.228356392651571, \"trend_upper\": 2.228356392651571, \"additive_terms\": 0.9918098377451922, \"additive_terms_lower\": 0.9918098377451922, \"additive_terms_upper\": 0.9918098377451922, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3041567712959818, \"yearly_lower\": -0.3041567712959818, \"yearly_upper\": -0.3041567712959818, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2201662303967633, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-06T00:00:00\", \"trend\": 2.224130630493911, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2670070872909138, \"yhat_upper\": 6.9721729660903335, \"trend_lower\": 2.224130630493911, \"trend_upper\": 2.224130630493911, \"additive_terms\": 1.0315429624921792, \"additive_terms_lower\": 1.0315429624921792, \"additive_terms_upper\": 1.0315429624921792, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2644236465489947, \"yearly_lower\": -0.2644236465489947, \"yearly_upper\": -0.2644236465489947, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2556735929860903, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-13T00:00:00\", \"trend\": 2.219911821212576, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.16114788429077082, \"yhat_upper\": 7.102351479529455, \"trend_lower\": 2.219911821212576, \"trend_upper\": 2.219911821212576, \"additive_terms\": 1.155577009805974, \"additive_terms_lower\": 1.155577009805974, \"additive_terms_upper\": 1.155577009805974, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14038959923519995, \"yearly_lower\": -0.14038959923519995, \"yearly_upper\": -0.14038959923519995, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.37548883101855, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-20T00:00:00\", \"trend\": 2.215699957389197, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4242799609599143, \"yhat_upper\": 7.194297706390294, \"trend_lower\": 2.215699957389197, \"trend_upper\": 2.215699957389197, \"additive_terms\": 1.2091408524237217, \"additive_terms_lower\": 1.2091408524237217, \"additive_terms_upper\": 1.2091408524237217, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08682575661745218, \"yearly_lower\": -0.08682575661745218, \"yearly_upper\": -0.08682575661745218, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4248408098129186, \"label\": \"Forecast\"}, {\"ds\": \"1930-04-27T00:00:00\", \"trend\": 2.2114950315977633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.1494015186748303, \"yhat_upper\": 7.155680718881271, \"trend_lower\": 2.2114950315977633, \"trend_upper\": 2.2114950315977633, \"additive_terms\": 1.190566292116956, \"additive_terms_lower\": 1.190566292116956, \"additive_terms_upper\": 1.190566292116956, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10540031692421793, \"yearly_lower\": -0.10540031692421793, \"yearly_upper\": -0.10540031692421793, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4020613237147193, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-04T00:00:00\", \"trend\": 2.2072970364046824, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.1788927343284977, \"yhat_upper\": 7.271169775868251, \"trend_lower\": 2.2072970364046824, \"trend_upper\": 2.2072970364046824, \"additive_terms\": 1.1955262308737284, \"additive_terms_lower\": 1.1955262308737284, \"additive_terms_upper\": 1.1955262308737284, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10044037816744561, \"yearly_lower\": -0.10044037816744561, \"yearly_upper\": -0.10044037816744561, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.4028232672784107, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-11T00:00:00\", \"trend\": 2.2031059643688593, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2157913218758942, \"yhat_upper\": 7.14219327121853, \"trend_lower\": 2.2031059643688593, \"trend_upper\": 2.2031059643688593, \"additive_terms\": 1.20752462498568, \"additive_terms_lower\": 1.20752462498568, \"additive_terms_upper\": 1.20752462498568, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08844198405549396, \"yearly_lower\": -0.08844198405549396, \"yearly_upper\": -0.08844198405549396, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.410630589354539, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-18T00:00:00\", \"trend\": 2.198921808041774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4376038879891482, \"yhat_upper\": 6.835269278000741, \"trend_lower\": 2.198921808041774, \"trend_upper\": 2.198921808041774, \"additive_terms\": 1.0528012062041, \"additive_terms_lower\": 1.0528012062041, \"additive_terms_upper\": 1.0528012062041, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24316540283707405, \"yearly_lower\": -0.24316540283707405, \"yearly_upper\": -0.24316540283707405, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.251723014245874, \"label\": \"Forecast\"}, {\"ds\": \"1930-05-25T00:00:00\", \"trend\": 2.194744559967547, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0058252091928597, \"yhat_upper\": 6.784564755462756, \"trend_lower\": 2.194744559967547, \"trend_upper\": 2.194744559967547, \"additive_terms\": 0.6243387634255056, \"additive_terms_lower\": 0.6243387634255056, \"additive_terms_upper\": 0.6243387634255056, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 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\"Forecast\"}, {\"ds\": \"1930-06-08T00:00:00\", \"trend\": 2.1864107587178094, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3775508517264796, \"yhat_upper\": 5.5698260021966846, \"trend_lower\": 2.1864107587178094, \"trend_upper\": 2.1864107587178094, \"additive_terms\": -0.1357069457854274, \"additive_terms_lower\": -0.1357069457854274, \"additive_terms_upper\": -0.1357069457854274, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.4316735548266013, \"yearly_lower\": -1.4316735548266013, \"yearly_upper\": -1.4316735548266013, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0507038129323822, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-15T00:00:00\", \"trend\": 2.1822541905944144, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7114401452362873, \"yhat_upper\": 5.754371466708033, \"trend_lower\": 2.1822541905944144, \"trend_upper\": 2.1822541905944144, \"additive_terms\": 0.11801908275770279, \"additive_terms_lower\": 0.11801908275770279, \"additive_terms_upper\": 0.11801908275770279, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.177947526283471, \"yearly_lower\": -1.177947526283471, \"yearly_upper\": -1.177947526283471, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.300273273352117, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-22T00:00:00\", \"trend\": 2.178104500828253, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6624403868335152, \"yhat_upper\": 6.592443207886328, \"trend_lower\": 2.178104500828253, \"trend_upper\": 2.178104500828253, \"additive_terms\": 0.6840719178994953, \"additive_terms_lower\": 0.6840719178994953, \"additive_terms_upper\": 0.6840719178994953, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6118946911416787, \"yearly_lower\": -0.6118946911416787, \"yearly_upper\": -0.6118946911416787, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8621764187277483, \"label\": \"Forecast\"}, {\"ds\": \"1930-06-29T00:00:00\", \"trend\": 2.173961681892184, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2803584497560688, \"yhat_upper\": 6.914687428262179, \"trend_lower\": 2.173961681892184, \"trend_upper\": 2.173961681892184, \"additive_terms\": 1.1510836010467607, \"additive_terms_lower\": 1.1510836010467607, \"additive_terms_upper\": 1.1510836010467607, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1448830079944133, \"yearly_lower\": -0.1448830079944133, \"yearly_upper\": -0.1448830079944133, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3250452829389445, \"label\": \"Forecast\"}], \"data-773586ff27b271678d4367cbd6f31680\": [{\"ds\": \"1930-07-06T00:00:00\", \"trend\": 2.1698257263234013, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.15621543940466143, \"yhat_upper\": 7.326296782260318, \"trend_lower\": 2.1698257263234013, \"trend_upper\": 2.1698257263234013, \"additive_terms\": 1.2480771984142858, \"additive_terms_lower\": 1.2480771984142858, \"additive_terms_upper\": 1.2480771984142858, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.047889410626888354, \"yearly_lower\": -0.047889410626888354, \"yearly_upper\": -0.047889410626888354, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.417902924737687, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-13T00:00:00\", \"trend\": 2.1656966266165556, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9514301412619887, \"yhat_upper\": 6.936677787423178, \"trend_lower\": 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1.2959666090411741, \"weekly_upper\": 1.2959666090411741, \"yearly\": -0.5970879512743974, \"yearly_lower\": -0.5970879512743974, \"yearly_upper\": -0.5970879512743974, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8604530330263, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-06T00:00:00\", \"trend\": 2.1698257263234013, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3028500786337519, \"yhat_upper\": 7.044139460664432, \"trend_lower\": 2.1698257263234013, \"trend_upper\": 2.1698257263234013, \"additive_terms\": 1.2480771984142858, \"additive_terms_lower\": 1.2480771984142858, \"additive_terms_upper\": 1.2480771984142858, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.047889410626888354, \"yearly_lower\": -0.047889410626888354, \"yearly_upper\": -0.047889410626888354, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, 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6.656057545097682, \"trend_lower\": 2.1615743752595233, \"trend_upper\": 2.1615743752595233, \"additive_terms\": 0.6988786577667765, \"additive_terms_lower\": 0.6988786577667765, \"additive_terms_upper\": 0.6988786577667765, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5970879512743974, \"yearly_lower\": -0.5970879512743974, \"yearly_upper\": -0.5970879512743974, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8604530330262996, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-27T00:00:00\", \"trend\": 2.157458964733468, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.260188786781047, \"yhat_upper\": 6.457095911935377, \"trend_lower\": 2.157458964733468, \"trend_upper\": 2.157458964733468, \"additive_terms\": 0.4006358766311272, \"additive_terms_lower\": 0.4006358766311272, \"additive_terms_upper\": 0.4006358766311272, \"weekly\": 1.295966609041174, 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\"multiplicative_terms_upper\": 0.0, \"yhat\": 2.295443406145653, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-10T00:00:00\", \"trend\": 2.1492486360658365, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.528610819530361, \"yhat_upper\": 5.974319409563067, \"trend_lower\": 2.1492486360658365, \"trend_upper\": 2.1492486360658365, \"additive_terms\": -0.041160124398595635, \"additive_terms_lower\": -0.041160124398595635, \"additive_terms_upper\": -0.041160124398595635, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3371267334397696, \"yearly_lower\": -1.3371267334397696, \"yearly_upper\": -1.3371267334397696, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.108088511667241, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-17T00:00:00\", \"trend\": 2.145153702853685, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.8636248125170742, \"yhat_upper\": 6.005948375931727, \"trend_lower\": 2.145153702853685, \"trend_upper\": 2.145153702853685, \"additive_terms\": -0.03052824029183575, \"additive_terms_lower\": -0.03052824029183575, \"additive_terms_upper\": -0.03052824029183575, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3264948493330098, \"yearly_lower\": -1.3264948493330098, \"yearly_upper\": -1.3264948493330098, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1146254625618495, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-24T00:00:00\", \"trend\": 2.141065580331504, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.157009615617451, \"yhat_upper\": 6.159398178701254, \"trend_lower\": 2.141065580331504, \"trend_upper\": 2.141065580331504, \"additive_terms\": 0.226326001302111, \"additive_terms_lower\": 0.226326001302111, \"additive_terms_upper\": 0.226326001302111, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.069640607739063, \"yearly_lower\": -1.069640607739063, \"yearly_upper\": -1.069640607739063, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.367391581633615, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-31T00:00:00\", \"trend\": 2.136984260947975, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1733367574442117, \"yhat_upper\": 6.486644081641197, \"trend_lower\": 2.136984260947975, \"trend_upper\": 2.136984260947975, \"additive_terms\": 0.570710375640856, \"additive_terms_lower\": 0.570710375640856, \"additive_terms_upper\": 0.570710375640856, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7252562334003179, \"yearly_lower\": -0.7252562334003179, \"yearly_upper\": -0.7252562334003179, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.7076946365888306, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-07T00:00:00\", \"trend\": 2.132909737145494, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7527096472757822, \"yhat_upper\": 6.594457079895671, \"trend_lower\": 2.132909737145494, \"trend_upper\": 2.132909737145494, \"additive_terms\": 0.7492423006964437, \"additive_terms_lower\": 0.7492423006964437, \"additive_terms_upper\": 0.7492423006964437, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5467243083447301, \"yearly_lower\": -0.5467243083447301, \"yearly_upper\": -0.5467243083447301, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.882152037841938, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-14T00:00:00\", \"trend\": 2.128842001360245, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0098594292157639, \"yhat_upper\": 6.689449382107549, \"trend_lower\": 2.128842001360245, \"trend_upper\": 2.128842001360245, \"additive_terms\": 0.7124222662119275, \"additive_terms_lower\": 0.7124222662119275, \"additive_terms_upper\": 0.7124222662119275, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5835443428292464, \"yearly_lower\": -0.5835443428292464, \"yearly_upper\": -0.5835443428292464, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.841264267572172, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-21T00:00:00\", \"trend\": 2.124781046022258, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7948855483022297, \"yhat_upper\": 6.649707354764994, \"trend_lower\": 2.124781046022258, \"trend_upper\": 2.124781046022258, \"additive_terms\": 0.7315798969704114, \"additive_terms_lower\": 0.7315798969704114, \"additive_terms_upper\": 0.7315798969704114, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5643867120707626, \"yearly_lower\": -0.5643867120707626, \"yearly_upper\": -0.5643867120707626, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8563609429926693, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-28T00:00:00\", \"trend\": 2.1207268635554923, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.48622159625183603, \"yhat_upper\": 7.0715732049770885, \"trend_lower\": 2.1207268635554923, \"trend_upper\": 2.1207268635554923, \"additive_terms\": 1.1380409975779355, \"additive_terms_lower\": 1.1380409975779355, \"additive_terms_upper\": 1.1380409975779355, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.15792561146323855, \"yearly_lower\": -0.15792561146323855, \"yearly_upper\": -0.15792561146323855, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.258767861133428, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-05T00:00:00\", \"trend\": 2.1166794463778946, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.19897611761013365, \"yhat_upper\": 7.979828931971349, \"trend_lower\": 2.1166794463778946, \"trend_upper\": 2.1166794463778946, \"additive_terms\": 1.942166367699181, \"additive_terms_lower\": 1.942166367699181, \"additive_terms_upper\": 1.942166367699181, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6461997586580069, \"yearly_lower\": 0.6461997586580069, \"yearly_upper\": 0.6461997586580069, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.058845814077076, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-12T00:00:00\", \"trend\": 2.1126387869014738, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.9077644298955131, \"yhat_upper\": 8.479909651416829, \"trend_lower\": 2.1126387869014738, \"trend_upper\": 2.1126387869014738, \"additive_terms\": 2.7716844351334813, \"additive_terms_lower\": 2.7716844351334813, \"additive_terms_upper\": 2.7716844351334813, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.4757178260923072, \"yearly_lower\": 1.4757178260923072, \"yearly_upper\": 1.4757178260923072, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.884323222034955, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-19T00:00:00\", \"trend\": 2.108604877532368, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.6053460291635455, \"yhat_upper\": 9.241924439282995, \"trend_lower\": 2.108604877532368, \"trend_upper\": 2.108604877532368, \"additive_terms\": 3.224689245873379, \"additive_terms_lower\": 3.224689245873379, \"additive_terms_upper\": 3.224689245873379, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9287226368322048, \"yearly_lower\": 1.9287226368322048, \"yearly_upper\": 1.9287226368322048, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.3332941234057465, \"label\": \"Forecast\"}, {\"ds\": \"1930-10-26T00:00:00\", \"trend\": 2.104577710670914, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.5136951011325945, \"yhat_upper\": 8.958022041221207, \"trend_lower\": 2.104577710670914, \"trend_upper\": 2.104577710670914, \"additive_terms\": 3.2533179020285536, \"additive_terms_lower\": 3.2533179020285536, \"additive_terms_upper\": 3.2533179020285536, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9573512929873798, \"yearly_lower\": 1.9573512929873798, \"yearly_upper\": 1.9573512929873798, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.357895612699467, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-02T00:00:00\", \"trend\": 2.1005572787117144, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.5352662810325501, \"yhat_upper\": 8.93576625141513, \"trend_lower\": 2.1005572787117144, \"trend_upper\": 2.1005572787117144, \"additive_terms\": 3.1534090647225357, \"additive_terms_lower\": 3.1534090647225357, \"additive_terms_upper\": 3.1534090647225357, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8574424556813618, \"yearly_lower\": 1.8574424556813618, \"yearly_upper\": 1.8574424556813618, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.25396634343425, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-09T00:00:00\", \"trend\": 2.096543574043705, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.6294150796240257, \"yhat_upper\": 9.159411521511386, \"trend_lower\": 2.096543574043705, \"trend_upper\": 2.096543574043705, \"additive_terms\": 3.188541458503989, \"additive_terms_lower\": 3.188541458503989, \"additive_terms_upper\": 3.188541458503989, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8925748494628147, \"yearly_lower\": 1.8925748494628147, \"yearly_upper\": 1.8925748494628147, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.285085032547694, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-16T00:00:00\", \"trend\": 2.092536589050224, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.8052031122337564, \"yhat_upper\": 9.255962249672807, \"trend_lower\": 2.092536589050224, \"trend_upper\": 2.092536589050224, \"additive_terms\": 3.287961795592723, \"additive_terms_lower\": 3.287961795592723, \"additive_terms_upper\": 3.287961795592723, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9919951865515495, \"yearly_lower\": 1.9919951865515495, \"yearly_upper\": 1.9919951865515495, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.380498384642947, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-23T00:00:00\", \"trend\": 2.088536316109082, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.6079770985816357, \"yhat_upper\": 8.78301388303292, \"trend_lower\": 2.088536316109082, \"trend_upper\": 2.088536316109082, \"additive_terms\": 3.149775677364575, \"additive_terms_lower\": 3.149775677364575, \"additive_terms_upper\": 3.149775677364575, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8538090683234014, \"yearly_lower\": 1.8538090683234014, \"yearly_upper\": 1.8538090683234014, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.238311993473657, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-30T00:00:00\", \"trend\": 2.0845427475926233, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.147914055618422, \"yhat_upper\": 8.277019491125422, \"trend_lower\": 2.0845427475926233, \"trend_upper\": 2.0845427475926233, \"additive_terms\": 2.60346200812134, \"additive_terms_lower\": 2.60346200812134, \"additive_terms_upper\": 2.60346200812134, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.307495399080166, \"yearly_lower\": 1.307495399080166, \"yearly_upper\": 1.307495399080166, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.688004755713964, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-07T00:00:00\", \"trend\": 2.0805558758677987, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.05891156112006265, \"yhat_upper\": 7.708061329891595, \"trend_lower\": 2.0805558758677987, \"trend_upper\": 2.0805558758677987, \"additive_terms\": 1.8127722873847445, \"additive_terms_lower\": 1.8127722873847445, \"additive_terms_upper\": 1.8127722873847445, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5168056783435707, \"yearly_lower\": 0.5168056783435707, \"yearly_upper\": 0.5168056783435707, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.8933281632525434, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-14T00:00:00\", \"trend\": 2.0765756932962307, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4930732034428118, \"yhat_upper\": 7.002745980847095, \"trend_lower\": 2.0765756932962307, \"trend_upper\": 2.0765756932962307, \"additive_terms\": 1.1248296231015322, \"additive_terms_lower\": 1.1248296231015322, \"additive_terms_upper\": 1.1248296231015322, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.17113698593964172, \"yearly_lower\": -0.17113698593964172, \"yearly_upper\": -0.17113698593964172, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.201405316397763, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-21T00:00:00\", \"trend\": 2.0726021922342803, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0046463548119777, \"yhat_upper\": 6.62963224414076, \"trend_lower\": 2.0726021922342803, \"trend_upper\": 2.0726021922342803, \"additive_terms\": 0.7802715210800186, \"additive_terms_lower\": 0.7802715210800186, \"additive_terms_upper\": 0.7802715210800186, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5156950879611554, \"yearly_lower\": -0.5156950879611554, \"yearly_upper\": -0.5156950879611554, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.852873713314299, \"label\": \"Forecast\"}, {\"ds\": \"1930-12-28T00:00:00\", \"trend\": 2.068635365033112, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.015126268870562, \"yhat_upper\": 6.582215430970423, \"trend_lower\": 2.068635365033112, \"trend_upper\": 2.068635365033112, \"additive_terms\": 0.7986357344916133, \"additive_terms_lower\": 0.7986357344916133, \"additive_terms_upper\": 0.7986357344916133, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.4973308745495607, \"yearly_lower\": -0.4973308745495607, \"yearly_upper\": -0.4973308745495607, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8672710995247255, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-04T00:00:00\", \"trend\": 2.0646752040387657, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3052478266755093, \"yhat_upper\": 6.9449460363102355, \"trend_lower\": 2.0646752040387657, \"trend_upper\": 2.0646752040387657, \"additive_terms\": 1.0790768153640116, \"additive_terms_lower\": 1.0790768153640116, \"additive_terms_upper\": 1.0790768153640116, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2168897936771622, \"yearly_lower\": -0.2168897936771622, \"yearly_upper\": -0.2168897936771622, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.1437520194027773, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-11T00:00:00\", \"trend\": 2.060721701592217, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.46484297427773535, \"yhat_upper\": 7.070213229895337, \"trend_lower\": 2.060721701592217, \"trend_upper\": 2.060721701592217, \"additive_terms\": 1.5051065464013196, \"additive_terms_lower\": 1.5051065464013196, \"additive_terms_upper\": 1.5051065464013196, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.20913993736014566, \"yearly_lower\": 0.20913993736014566, \"yearly_upper\": 0.20913993736014566, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.5658282479935366, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-18T00:00:00\", \"trend\": 2.056774850029444, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.2621294471847418, \"yhat_upper\": 7.7360356807774595, \"trend_lower\": 2.056774850029444, \"trend_upper\": 2.056774850029444, \"additive_terms\": 1.9237624267660394, \"additive_terms_lower\": 1.9237624267660394, \"additive_terms_upper\": 1.9237624267660394, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6277958177248655, \"yearly_lower\": 0.6277958177248655, \"yearly_upper\": 0.6277958177248655, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.9805372767954834, \"label\": \"Forecast\"}, {\"ds\": \"1931-01-25T00:00:00\", \"trend\": 2.0528346416814975, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.47540258208012975, \"yhat_upper\": 7.842463431669364, \"trend_lower\": 2.0528346416814975, \"trend_upper\": 2.0528346416814975, \"additive_terms\": 2.1191262922385254, \"additive_terms_lower\": 2.1191262922385254, \"additive_terms_upper\": 2.1191262922385254, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8231596831973517, \"yearly_lower\": 0.8231596831973517, \"yearly_upper\": 0.8231596831973517, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.1719609339200225, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-06T00:00:00\", \"trend\": 2.1698257263234013, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2493977888460052, \"yhat_upper\": 7.136983151005412, \"trend_lower\": 2.1698257263234013, \"trend_upper\": 2.1698257263234013, \"additive_terms\": 1.2480771984142858, \"additive_terms_lower\": 1.2480771984142858, \"additive_terms_upper\": 1.2480771984142858, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.047889410626888354, \"yearly_lower\": -0.047889410626888354, \"yearly_upper\": -0.047889410626888354, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.417902924737687, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-13T00:00:00\", \"trend\": 2.1656966266165556, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7068919251453295, \"yhat_upper\": 7.1758652452705265, \"trend_lower\": 2.1656966266165556, \"trend_upper\": 2.1656966266165556, \"additive_terms\": 1.0255995929141124, \"additive_terms_lower\": 1.0255995929141124, \"additive_terms_upper\": 1.0255995929141124, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2703670161270615, \"yearly_lower\": -0.2703670161270615, \"yearly_upper\": -0.2703670161270615, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.1912962195306678, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-20T00:00:00\", \"trend\": 2.1615743752595233, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7260642175298699, \"yhat_upper\": 6.6721988494913305, \"trend_lower\": 2.1615743752595233, \"trend_upper\": 2.1615743752595233, \"additive_terms\": 0.6988786577667765, \"additive_terms_lower\": 0.6988786577667765, \"additive_terms_upper\": 0.6988786577667765, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5970879512743974, \"yearly_lower\": -0.5970879512743974, \"yearly_upper\": -0.5970879512743974, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8604530330262996, \"label\": \"Forecast\"}, {\"ds\": \"1930-07-27T00:00:00\", \"trend\": 2.157458964733468, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2144827819081088, \"yhat_upper\": 6.316687604270671, \"trend_lower\": 2.157458964733468, \"trend_upper\": 2.157458964733468, \"additive_terms\": 0.4006358766311272, \"additive_terms_lower\": 0.4006358766311272, \"additive_terms_upper\": 0.4006358766311272, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8953307324100468, \"yearly_lower\": -0.8953307324100468, \"yearly_upper\": -0.8953307324100468, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.558094841364595, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-03T00:00:00\", \"trend\": 2.15335038751292, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3320029400788955, \"yhat_upper\": 5.943627571207634, \"trend_lower\": 2.15335038751292, \"trend_upper\": 2.15335038751292, \"additive_terms\": 0.1420930186327326, \"additive_terms_lower\": 0.1420930186327326, \"additive_terms_upper\": 0.1420930186327326, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1538735904084414, \"yearly_lower\": -1.1538735904084414, \"yearly_upper\": -1.1538735904084414, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.295443406145653, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-10T00:00:00\", \"trend\": 2.1492486360658365, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6456743447408342, \"yhat_upper\": 6.0022821764134315, \"trend_lower\": 2.1492486360658365, \"trend_upper\": 2.1492486360658365, \"additive_terms\": -0.041160124398595635, \"additive_terms_lower\": -0.041160124398595635, \"additive_terms_upper\": -0.041160124398595635, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3371267334397696, \"yearly_lower\": -1.3371267334397696, \"yearly_upper\": -1.3371267334397696, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.108088511667241, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-17T00:00:00\", \"trend\": 2.145153702853685, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4351455795299524, \"yhat_upper\": 5.77632320150017, \"trend_lower\": 2.145153702853685, \"trend_upper\": 2.145153702853685, \"additive_terms\": -0.03052824029183575, \"additive_terms_lower\": -0.03052824029183575, \"additive_terms_upper\": -0.03052824029183575, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3264948493330098, \"yearly_lower\": -1.3264948493330098, \"yearly_upper\": -1.3264948493330098, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1146254625618495, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-24T00:00:00\", \"trend\": 2.141065580331504, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1255197264343921, \"yhat_upper\": 6.193152501512846, \"trend_lower\": 2.141065580331504, \"trend_upper\": 2.141065580331504, \"additive_terms\": 0.226326001302111, \"additive_terms_lower\": 0.226326001302111, \"additive_terms_upper\": 0.226326001302111, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.069640607739063, \"yearly_lower\": -1.069640607739063, \"yearly_upper\": -1.069640607739063, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.367391581633615, \"label\": \"Forecast\"}, {\"ds\": \"1930-08-31T00:00:00\", \"trend\": 2.136984260947975, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1900517471145398, \"yhat_upper\": 6.222989262254661, \"trend_lower\": 2.136984260947975, \"trend_upper\": 2.136984260947975, \"additive_terms\": 0.570710375640856, \"additive_terms_lower\": 0.570710375640856, \"additive_terms_upper\": 0.570710375640856, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7252562334003179, \"yearly_lower\": -0.7252562334003179, \"yearly_upper\": -0.7252562334003179, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.7076946365888306, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-07T00:00:00\", \"trend\": 2.132909737145494, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9699525870327858, \"yhat_upper\": 6.702034611763512, \"trend_lower\": 2.132909737145494, \"trend_upper\": 2.132909737145494, \"additive_terms\": 0.7492423006964437, \"additive_terms_lower\": 0.7492423006964437, \"additive_terms_upper\": 0.7492423006964437, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5467243083447301, \"yearly_lower\": -0.5467243083447301, \"yearly_upper\": -0.5467243083447301, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.882152037841938, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-14T00:00:00\", \"trend\": 2.128842001360245, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0955689659382395, \"yhat_upper\": 6.518171563485103, \"trend_lower\": 2.128842001360245, \"trend_upper\": 2.128842001360245, \"additive_terms\": 0.7124222662119275, \"additive_terms_lower\": 0.7124222662119275, \"additive_terms_upper\": 0.7124222662119275, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5835443428292464, \"yearly_lower\": -0.5835443428292464, \"yearly_upper\": -0.5835443428292464, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.841264267572172, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-21T00:00:00\", \"trend\": 2.124781046022258, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1333667886586858, \"yhat_upper\": 6.504694056877617, \"trend_lower\": 2.124781046022258, \"trend_upper\": 2.124781046022258, \"additive_terms\": 0.7315798969704114, \"additive_terms_lower\": 0.7315798969704114, \"additive_terms_upper\": 0.7315798969704114, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5643867120707626, \"yearly_lower\": -0.5643867120707626, \"yearly_upper\": -0.5643867120707626, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8563609429926693, \"label\": \"Forecast\"}, {\"ds\": \"1930-09-28T00:00:00\", \"trend\": 2.1207268635554923, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.2149516335012648, \"yhat_upper\": 6.995345305282035, \"trend_lower\": 2.1207268635554923, 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\"label\": \"Forecast\"}, {\"ds\": \"1930-11-16T00:00:00\", \"trend\": 2.092536589050224, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.692427071087622, \"yhat_upper\": 8.851640323874957, \"trend_lower\": 2.092536589050224, \"trend_upper\": 2.092536589050224, \"additive_terms\": 3.287961795592723, \"additive_terms_lower\": 3.287961795592723, \"additive_terms_upper\": 3.287961795592723, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9919951865515495, \"yearly_lower\": 1.9919951865515495, \"yearly_upper\": 1.9919951865515495, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.380498384642947, \"label\": \"Forecast\"}, {\"ds\": \"1930-11-23T00:00:00\", \"trend\": 2.088536316109082, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.5035055146201823, \"yhat_upper\": 8.751253471667777, \"trend_lower\": 2.088536316109082, \"trend_upper\": 2.088536316109082, 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\"1931-06-07T00:00:00\", \"trend\": 1.9792226601380616, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.683829731754938, \"yhat_upper\": 5.389153877251687, \"trend_lower\": 1.9792226601380616, \"trend_upper\": 1.9792226601380616, \"additive_terms\": -0.1278645763238986, \"additive_terms_lower\": -0.1278645763238986, \"additive_terms_upper\": -0.1278645763238986, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.4238311853650725, \"yearly_lower\": -1.4238311853650725, \"yearly_upper\": -1.4238311853650725, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.851358083814163, \"label\": \"Forecast\"}, {\"ds\": \"1931-06-14T00:00:00\", \"trend\": 1.9754136985763642, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7208966403995885, \"yhat_upper\": 5.772318397856621, \"trend_lower\": 1.9754136985763642, \"trend_upper\": 1.9754136985763642, \"additive_terms\": 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\"1931-07-05T00:00:00\", \"trend\": 1.9640256696982155, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4575657280131216, \"yhat_upper\": 6.9875151548508185, \"trend_lower\": 1.9640256696982155, \"trend_upper\": 1.9640256696982155, \"additive_terms\": 1.259413868116773, \"additive_terms_lower\": 1.259413868116773, \"additive_terms_upper\": 1.259413868116773, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.036552740924400896, \"yearly_lower\": -0.036552740924400896, \"yearly_upper\": -0.036552740924400896, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2234395378149885, \"label\": \"Forecast\"}, {\"ds\": \"1931-07-12T00:00:00\", \"trend\": 1.9602425861257518, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7387892712687116, \"yhat_upper\": 6.635106624816152, \"trend_lower\": 1.9602425861257518, \"trend_upper\": 1.9602425861257518, \"additive_terms\": 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\"1931-08-02T00:00:00\", \"trend\": 1.948932004769975, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.0513443160818157, \"yhat_upper\": 5.6325941296020945, \"trend_lower\": 1.948932004769975, \"trend_upper\": 1.948932004769975, \"additive_terms\": 0.18514143367496189, \"additive_terms_lower\": 0.18514143367496189, \"additive_terms_upper\": 0.18514143367496189, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1108251753662122, \"yearly_lower\": -1.1108251753662122, \"yearly_upper\": -1.1108251753662122, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1340734384449367, \"label\": \"Forecast\"}, {\"ds\": \"1931-08-09T00:00:00\", \"trend\": 1.9451746748455936, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.698932519513203, \"yhat_upper\": 5.332602521812531, \"trend_lower\": 1.9451746748455936, \"trend_upper\": 1.9451746748455936, \"additive_terms\": 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{\"ds\": \"1931-10-25T00:00:00\", \"trend\": 1.9042659823699797, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.1456504973606179, \"yhat_upper\": 8.931314653246691, \"trend_lower\": 1.9042659823699797, \"trend_upper\": 1.9042659823699797, \"additive_terms\": 3.268323770837586, \"additive_terms_lower\": 3.268323770837586, \"additive_terms_upper\": 3.268323770837586, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9723571617964122, \"yearly_lower\": 1.9723571617964122, \"yearly_upper\": 1.9723571617964122, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.172589753207566, \"label\": \"Forecast\"}, {\"ds\": \"1931-11-01T00:00:00\", \"trend\": 1.9005851653715993, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.3200016604129132, \"yhat_upper\": 8.735833552165527, \"trend_lower\": 1.9005851653715993, \"trend_upper\": 1.9005851653715993, \"additive_terms\": 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\"1931-11-22T00:00:00\", \"trend\": 1.8895806350657556, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.4183036015939583, \"yhat_upper\": 8.786207117965162, \"trend_lower\": 1.8895806350657556, \"trend_upper\": 1.8895806350657556, \"additive_terms\": 3.2036754609554494, \"additive_terms_lower\": 3.2036754609554494, \"additive_terms_upper\": 3.2036754609554494, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9077088519142753, \"yearly_lower\": 1.9077088519142753, \"yearly_upper\": 1.9077088519142753, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 5.093256096021205, \"label\": \"Forecast\"}, {\"ds\": \"1931-11-29T00:00:00\", \"trend\": 1.885925072458046, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.0315719105514871, \"yhat_upper\": 8.365013849701453, \"trend_lower\": 1.885925072458046, \"trend_upper\": 1.885925072458046, \"additive_terms\": 2.727752615872151, \"additive_terms_lower\": 2.727752615872151, \"additive_terms_upper\": 2.727752615872151, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.4317860068309771, \"yearly_lower\": 1.4317860068309771, \"yearly_upper\": 1.4317860068309771, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.613677688330197, \"label\": \"Forecast\"}, {\"ds\": \"1931-12-06T00:00:00\", \"trend\": 1.8822758038879175, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.01801054325576769, \"yhat_upper\": 7.249759764807279, \"trend_lower\": 1.8822758038879175, \"trend_upper\": 1.8822758038879175, \"additive_terms\": 1.9565110143105595, \"additive_terms_lower\": 1.9565110143105595, \"additive_terms_upper\": 1.9565110143105595, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6605444052693858, 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\"1931-12-20T00:00:00\", \"trend\": 1.8749961175460523, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0862261502605253, \"yhat_upper\": 6.429684277109315, \"trend_lower\": 1.8749961175460523, \"trend_upper\": 1.8749961175460523, \"additive_terms\": 0.8132693205966778, \"additive_terms_lower\": 0.8132693205966778, \"additive_terms_upper\": 0.8132693205966778, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.48269728844449616, \"yearly_lower\": -0.48269728844449616, \"yearly_upper\": -0.48269728844449616, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.68826543814273, \"label\": \"Forecast\"}, {\"ds\": \"1931-12-27T00:00:00\", \"trend\": 1.871365684112042, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2924579907839433, \"yhat_upper\": 6.248931519911722, \"trend_lower\": 1.871365684112042, \"trend_upper\": 1.871365684112042, \"additive_terms\": 0.7727591898110613, \"additive_terms_lower\": 0.7727591898110613, \"additive_terms_upper\": 0.7727591898110613, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5232074192301126, \"yearly_lower\": -0.5232074192301126, \"yearly_upper\": -0.5232074192301126, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6441248739231034, \"label\": \"Forecast\"}, {\"ds\": \"1932-01-03T00:00:00\", \"trend\": 1.8677415133911686, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7665644895214441, \"yhat_upper\": 6.317035115255856, \"trend_lower\": 1.8677415133911686, \"trend_upper\": 1.8677415133911686, \"additive_terms\": 1.0148854766571191, \"additive_terms_lower\": 1.0148854766571191, \"additive_terms_upper\": 1.0148854766571191, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2810811323840547, 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\"1932-01-17T00:00:00\", \"trend\": 1.8605119287430318, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.12724250067290513, \"yhat_upper\": 7.680896247540189, \"trend_lower\": 1.8605119287430318, \"trend_upper\": 1.8605119287430318, \"additive_terms\": 1.8587888543413684, \"additive_terms_lower\": 1.8587888543413684, \"additive_terms_upper\": 1.8587888543413684, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5628222453001946, \"yearly_lower\": 0.5628222453001946, \"yearly_upper\": 0.5628222453001946, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.7193007830844005, \"label\": \"Forecast\"}, {\"ds\": \"1932-01-24T00:00:00\", \"trend\": 1.8569064991383182, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.36124937532434137, \"yhat_upper\": 7.955693989293032, \"trend_lower\": 1.8569064991383182, \"trend_upper\": 1.8569064991383182, \"additive_terms\": 2.1099336853853035, \"additive_terms_lower\": 2.1099336853853035, \"additive_terms_upper\": 2.1099336853853035, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8139670763441297, \"yearly_lower\": 0.8139670763441297, \"yearly_upper\": 0.8139670763441297, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.9668401845236216, \"label\": \"Forecast\"}, {\"ds\": \"1932-01-31T00:00:00\", \"trend\": 1.8533073008919525, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.3851850970026884, \"yhat_upper\": 7.745057011765154, \"trend_lower\": 1.8533073008919525, \"trend_upper\": 1.8533073008919525, \"additive_terms\": 1.995957809375823, \"additive_terms_lower\": 1.995957809375823, \"additive_terms_upper\": 1.995957809375823, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6999912003346491, 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\"1932-02-14T00:00:00\", \"trend\": 1.8461275671005535, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8680980494363228, \"yhat_upper\": 6.6299620773547225, \"trend_lower\": 1.8461275671005535, \"trend_upper\": 1.8461275671005535, \"additive_terms\": 1.0906485956928944, \"additive_terms_lower\": 1.0906485956928944, \"additive_terms_upper\": 1.0906485956928944, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.20531801334827968, \"yearly_lower\": -0.20531801334827968, \"yearly_upper\": -0.20531801334827968, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.936776162793448, \"label\": \"Forecast\"}, {\"ds\": \"1932-02-21T00:00:00\", \"trend\": 1.8425470158646633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9588950511753644, \"yhat_upper\": 6.310585656219586, \"trend_lower\": 1.8425470158646633, \"trend_upper\": 1.8425470158646633, \"additive_terms\": 0.9297361033642487, \"additive_terms_lower\": 0.9297361033642487, \"additive_terms_upper\": 0.9297361033642487, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3662305056769251, \"yearly_lower\": -0.3662305056769251, \"yearly_upper\": -0.3662305056769251, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.772283119228912, \"label\": \"Forecast\"}, {\"ds\": \"1932-02-28T00:00:00\", \"trend\": 1.8389726646055187, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9840463152754211, \"yhat_upper\": 6.7465226890948635, \"trend_lower\": 1.8389726646055187, \"trend_upper\": 1.8389726646055187, \"additive_terms\": 1.118794955614264, \"additive_terms_lower\": 1.118794955614264, \"additive_terms_upper\": 1.118794955614264, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.17717165342691002, 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\"1932-03-13T00:00:00\", \"trend\": 1.8318425306193444, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.41658245141998307, \"yhat_upper\": 7.0683400308926405, \"trend_lower\": 1.8318425306193444, \"trend_upper\": 1.8318425306193444, \"additive_terms\": 1.4326102987857137, \"additive_terms_lower\": 1.4326102987857137, \"additive_terms_upper\": 1.4326102987857137, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.13664368974453975, \"yearly_lower\": 0.13664368974453975, \"yearly_upper\": 0.13664368974453975, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.264452829405058, \"label\": \"Forecast\"}, {\"ds\": \"1932-03-20T00:00:00\", \"trend\": 1.8282867321897924, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6645417841832205, \"yhat_upper\": 7.152485015889139, \"trend_lower\": 1.8282867321897924, \"trend_upper\": 1.8282867321897924, \"additive_terms\": 1.2358943762499512, \"additive_terms_lower\": 1.2358943762499512, \"additive_terms_upper\": 1.2358943762499512, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.06007223279122266, \"yearly_lower\": -0.06007223279122266, \"yearly_upper\": -0.06007223279122266, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.064181108439744, \"label\": \"Forecast\"}, {\"ds\": \"1932-03-27T00:00:00\", \"trend\": 1.8247371023320575, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6815271426953954, \"yhat_upper\": 6.737599856898706, \"trend_lower\": 1.8247371023320575, \"trend_upper\": 1.8247371023320575, \"additive_terms\": 1.0258834130178625, \"additive_terms_lower\": 1.0258834130178625, \"additive_terms_upper\": 1.0258834130178625, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.27008319602331154, \"yearly_lower\": -0.27008319602331154, \"yearly_upper\": -0.27008319602331154, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8506205153499202, \"label\": \"Forecast\"}, {\"ds\": \"1932-04-03T00:00:00\", \"trend\": 1.8211936331916618, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.810053435120239, \"yhat_upper\": 6.771490753921578, \"trend_lower\": 1.8211936331916618, \"trend_upper\": 1.8211936331916618, \"additive_terms\": 0.9982103788524916, \"additive_terms_lower\": 0.9982103788524916, \"additive_terms_upper\": 0.9982103788524916, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2977562301886824, \"yearly_lower\": -0.2977562301886824, \"yearly_upper\": -0.2977562301886824, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8194040120441537, \"label\": \"Forecast\"}, {\"ds\": \"1932-04-10T00:00:00\", \"trend\": 1.8176563169129425, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8005415739877656, \"yhat_upper\": 6.585230110685357, \"trend_lower\": 1.8176563169129425, \"trend_upper\": 1.8176563169129425, \"additive_terms\": 1.1134590062049012, \"additive_terms_lower\": 1.1134590062049012, \"additive_terms_upper\": 1.1134590062049012, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.18250760283627265, \"yearly_lower\": -0.18250760283627265, \"yearly_upper\": -0.18250760283627265, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9311153231178437, \"label\": \"Forecast\"}, {\"ds\": \"1932-04-17T00:00:00\", \"trend\": 1.8141251456390977, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6595226006381542, \"yhat_upper\": 6.547651122730582, \"trend_lower\": 1.8141251456390977, \"trend_upper\": 1.8141251456390977, \"additive_terms\": 1.2021274929610308, \"additive_terms_lower\": 1.2021274929610308, \"additive_terms_upper\": 1.2021274929610308, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.09383911608014292, \"yearly_lower\": -0.09383911608014292, \"yearly_upper\": -0.09383911608014292, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0162526386001285, \"label\": \"Forecast\"}, {\"ds\": \"1932-04-24T00:00:00\", \"trend\": 1.8106001115122405, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5149996835253058, \"yhat_upper\": 6.836195464260435, \"trend_lower\": 1.8106001115122405, \"trend_upper\": 1.8106001115122405, \"additive_terms\": 1.1991276838392844, \"additive_terms_lower\": 1.1991276838392844, \"additive_terms_upper\": 1.1991276838392844, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.09683892520188944, \"yearly_lower\": -0.09683892520188944, \"yearly_upper\": -0.09683892520188944, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.009727795351525, \"label\": \"Forecast\"}, {\"ds\": \"1932-05-01T00:00:00\", \"trend\": 1.8070812066734545, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0780432642772826, \"yhat_upper\": 6.927660048345208, \"trend_lower\": 1.8070812066734545, \"trend_upper\": 1.8070812066734545, \"additive_terms\": 1.1878130676467165, \"additive_terms_lower\": 1.1878130676467165, \"additive_terms_upper\": 1.1878130676467165, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.10815354139445753, \"yearly_lower\": -0.10815354139445753, \"yearly_upper\": -0.10815354139445753, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.994894274320171, \"label\": \"Forecast\"}, {\"ds\": \"1932-05-08T00:00:00\", \"trend\": 1.8035684232628415, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9393535127869795, \"yhat_upper\": 6.642039110296341, \"trend_lower\": 1.8035684232628415, \"trend_upper\": 1.8035684232628415, \"additive_terms\": 1.211674324319798, \"additive_terms_lower\": 1.211674324319798, \"additive_terms_upper\": 1.211674324319798, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0842922847213757, \"yearly_lower\": -0.0842922847213757, \"yearly_upper\": -0.0842922847213757, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0152427475826395, \"label\": \"Forecast\"}, {\"ds\": \"1932-05-15T00:00:00\", \"trend\": 1.8000617534195784, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.9971708986730956, \"yhat_upper\": 6.717056278001661, \"trend_lower\": 1.8000617534195784, \"trend_upper\": 1.8000617534195784, \"additive_terms\": 1.138806298859643, \"additive_terms_lower\": 1.138806298859643, \"additive_terms_upper\": 1.138806298859643, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.15716031018153093, \"yearly_lower\": -0.15716031018153093, \"yearly_upper\": -0.15716031018153093, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.938868052279221, \"label\": \"Forecast\"}, {\"ds\": \"1932-05-22T00:00:00\", \"trend\": 1.7965611892819644, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2545002131595584, \"yhat_upper\": 6.378025095728622, \"trend_lower\": 1.7965611892819644, \"trend_upper\": 1.7965611892819644, \"additive_terms\": 0.8042095378641262, \"additive_terms_lower\": 0.8042095378641262, \"additive_terms_upper\": 0.8042095378641262, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.49175707117704764, \"yearly_lower\": -0.49175707117704764, \"yearly_upper\": -0.49175707117704764, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6007707271460907, \"label\": \"Forecast\"}, {\"ds\": \"1932-05-29T00:00:00\", \"trend\": 1.7930667229874773, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6367124764749266, \"yhat_upper\": 5.6222073909020205, \"trend_lower\": 1.7930667229874773, \"trend_upper\": 1.7930667229874773, \"additive_terms\": 0.27704749277994667, \"additive_terms_lower\": 0.27704749277994667, \"additive_terms_upper\": 0.27704749277994667, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0189191162612272, \"yearly_lower\": -1.0189191162612272, \"yearly_upper\": -1.0189191162612272, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0701142157674237, \"label\": \"Forecast\"}, {\"ds\": \"1932-06-05T00:00:00\", \"trend\": 1.7895783466728221, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.0862178084644785, \"yhat_upper\": 5.711511477126618, \"trend_lower\": 1.7895783466728221, \"trend_upper\": 1.7895783466728221, \"additive_terms\": -0.10352597269307248, \"additive_terms_lower\": -0.10352597269307248, \"additive_terms_upper\": -0.10352597269307248, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3994925817342465, \"yearly_lower\": -1.3994925817342465, \"yearly_upper\": -1.3994925817342465, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6860523739797497, \"label\": \"Forecast\"}, {\"ds\": \"1932-06-12T00:00:00\", \"trend\": 1.7860960524739813, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.881673023513576, \"yhat_upper\": 5.515264237026707, \"trend_lower\": 1.7860960524739813, \"trend_upper\": 1.7860960524739813, \"additive_terms\": -0.026114521114572884, \"additive_terms_lower\": -0.026114521114572884, \"additive_terms_upper\": -0.026114521114572884, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.322081130155747, \"yearly_lower\": -1.322081130155747, \"yearly_upper\": -1.322081130155747, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7599815313594085, \"label\": \"Forecast\"}, {\"ds\": \"1932-06-19T00:00:00\", \"trend\": 1.782619832526273, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.370465528966171, \"yhat_upper\": 6.0940711366738345, \"trend_lower\": 1.782619832526273, \"trend_upper\": 1.782619832526273, \"additive_terms\": 0.4712067212829148, \"additive_terms_lower\": 0.4712067212829148, \"additive_terms_upper\": 0.4712067212829148, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8247598877582591, \"yearly_lower\": -0.8247598877582591, \"yearly_upper\": -0.8247598877582591, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.253826553809188, \"label\": \"Forecast\"}, {\"ds\": \"1932-06-26T00:00:00\", \"trend\": 1.779149678964394, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.798532674390987, \"yhat_upper\": 6.490263811411046, \"trend_lower\": 1.779149678964394, \"trend_upper\": 1.779149678964394, \"additive_terms\": 1.0193597103804921, \"additive_terms_lower\": 1.0193597103804921, \"additive_terms_upper\": 1.0193597103804921, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.2766068986606819, \"yearly_lower\": -0.2766068986606819, \"yearly_upper\": -0.2766068986606819, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.7985093893448862, \"label\": \"Forecast\"}, {\"ds\": \"1932-07-03T00:00:00\", \"trend\": 1.775685583922471, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.6269055593120313, \"yhat_upper\": 7.044181303361246, \"trend_lower\": 1.775685583922471, \"trend_upper\": 1.775685583922471, \"additive_terms\": 1.2590384165269988, \"additive_terms_lower\": 1.2590384165269988, \"additive_terms_upper\": 1.2590384165269988, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0369281925141752, \"yearly_lower\": -0.0369281925141752, \"yearly_upper\": -0.0369281925141752, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0347240004494695, \"label\": \"Forecast\"}, {\"ds\": \"1932-07-10T00:00:00\", \"trend\": 1.7722275395341194, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.8883195334599903, \"yhat_upper\": 6.921905296474976, \"trend_lower\": 1.7722275395341194, \"trend_upper\": 1.7722275395341194, \"additive_terms\": 1.1284327218792156, \"additive_terms_lower\": 1.1284327218792156, \"additive_terms_upper\": 1.1284327218792156, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.16753388716195844, \"yearly_lower\": -0.16753388716195844, \"yearly_upper\": -0.16753388716195844, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.9006602614133348, \"label\": \"Forecast\"}, {\"ds\": \"1932-07-17T00:00:00\", \"trend\": 1.7687755379324852, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2952281291678818, \"yhat_upper\": 6.296713228450199, \"trend_lower\": 1.7687755379324852, \"trend_upper\": 1.7687755379324852, \"additive_terms\": 0.8157254424295195, \"additive_terms_lower\": 0.8157254424295195, \"additive_terms_upper\": 0.8157254424295195, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.4802411666116543, \"yearly_lower\": -0.4802411666116543, \"yearly_upper\": -0.4802411666116543, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5845009803620047, \"label\": \"Forecast\"}, {\"ds\": \"1932-07-24T00:00:00\", \"trend\": 1.7653295712502974, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5981174956550672, \"yhat_upper\": 5.8713444069417315, \"trend_lower\": 1.7653295712502974, \"trend_upper\": 1.7653295712502974, \"additive_terms\": 0.5019825463189844, \"additive_terms_lower\": 0.5019825463189844, \"additive_terms_upper\": 0.5019825463189844, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7939840627221895, \"yearly_lower\": -0.7939840627221895, \"yearly_upper\": -0.7939840627221895, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.267312117569282, \"label\": \"Forecast\"}, {\"ds\": \"1932-07-31T00:00:00\", \"trend\": 1.76188963161992, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.8916675345600737, \"yhat_upper\": 5.495019932241771, \"trend_lower\": 1.76188963161992, \"trend_upper\": 1.76188963161992, \"additive_terms\": 0.22982635278090394, \"additive_terms_lower\": 0.22982635278090394, \"additive_terms_upper\": 0.22982635278090394, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.06614025626027, \"yearly_lower\": -1.06614025626027, \"yearly_upper\": -1.06614025626027, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9917159844008239, \"label\": \"Forecast\"}, {\"ds\": \"1932-08-07T00:00:00\", \"trend\": 1.7584557111606973, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.9569243670098804, \"yhat_upper\": 5.670368591080464, \"trend_lower\": 1.7584557111606973, \"trend_upper\": 1.7584557111606973, \"additive_terms\": 0.008973373781298474, \"additive_terms_lower\": 0.008973373781298474, \"additive_terms_upper\": 0.008973373781298474, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.2869932352598754, \"yearly_lower\": -1.2869932352598754, \"yearly_upper\": -1.2869932352598754, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7674290849419958, \"label\": \"Forecast\"}, {\"ds\": \"1932-08-14T00:00:00\", \"trend\": 1.7550278020171581, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.1358172427107425, \"yhat_upper\": 5.254560521706318, \"trend_lower\": 1.7550278020171581, \"trend_upper\": 1.7550278020171581, \"additive_terms\": -0.06372922175633791, \"additive_terms_lower\": -0.06372922175633791, \"additive_terms_upper\": -0.06372922175633791, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.359695830797512, \"yearly_lower\": -1.359695830797512, \"yearly_upper\": -1.359695830797512, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6912985802608203, \"label\": \"Forecast\"}, {\"ds\": \"1932-08-21T00:00:00\", \"trend\": 1.751605896320866, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7598576467397251, \"yhat_upper\": 5.410676271015821, \"trend_lower\": 1.751605896320866, \"trend_upper\": 1.751605896320866, \"additive_terms\": 0.11171051323958917, \"additive_terms_lower\": 0.11171051323958917, \"additive_terms_upper\": 0.11171051323958917, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1842560958015849, \"yearly_lower\": -1.1842560958015849, \"yearly_upper\": -1.1842560958015849, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8633164095604553, \"label\": \"Forecast\"}, {\"ds\": \"1932-08-28T00:00:00\", \"trend\": 1.748189986203215, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.609428408255437, \"yhat_upper\": 5.9236089894049435, \"trend_lower\": 1.748189986203215, \"trend_upper\": 1.748189986203215, \"additive_terms\": 0.45488800839215393, \"additive_terms_lower\": 0.45488800839215393, \"additive_terms_upper\": 0.45488800839215393, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8410786006490201, \"yearly_lower\": -0.8410786006490201, \"yearly_upper\": -0.8410786006490201, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.203077994595369, \"label\": \"Forecast\"}, {\"ds\": \"1932-09-04T00:00:00\", \"trend\": 1.7447800637954824, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2128156848845566, \"yhat_upper\": 6.227261106653588, \"trend_lower\": 1.7447800637954824, \"trend_upper\": 1.7447800637954824, 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\"Forecast\"}, {\"ds\": \"1932-09-25T00:00:00\", \"trend\": 1.7345861441438013, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1808471601005326, \"yhat_upper\": 6.317561492665318, \"trend_lower\": 1.7345861441438013, \"trend_upper\": 1.7345861441438013, \"additive_terms\": 0.9380425620027533, \"additive_terms_lower\": 0.9380425620027533, \"additive_terms_upper\": 0.9380425620027533, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.35792404703842057, \"yearly_lower\": -0.35792404703842057, \"yearly_upper\": -0.35792404703842057, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6726287061465546, \"label\": \"Forecast\"}, {\"ds\": \"1932-10-02T00:00:00\", \"trend\": 1.7312000938878342, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4062706523209238, \"yhat_upper\": 7.113461283869979, \"trend_lower\": 1.7312000938878342, \"trend_upper\": 1.7312000938878342, \"additive_terms\": 1.627259713467907, \"additive_terms_lower\": 1.627259713467907, \"additive_terms_upper\": 1.627259713467907, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.33129310442673293, \"yearly_lower\": 0.33129310442673293, \"yearly_upper\": 0.33129310442673293, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.3584598073557412, \"label\": \"Forecast\"}, {\"ds\": \"1932-10-09T00:00:00\", \"trend\": 1.7278199919980874, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.23690265554416634, \"yhat_upper\": 7.803688666098733, \"trend_lower\": 1.7278199919980874, \"trend_upper\": 1.7278199919980874, \"additive_terms\": 2.502596734184881, \"additive_terms_lower\": 2.502596734184881, \"additive_terms_upper\": 2.502596734184881, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, 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\"Forecast\"}, {\"ds\": \"1932-10-23T00:00:00\", \"trend\": 1.721077601843805, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 1.270421445373226, \"yhat_upper\": 9.017841801222318, \"trend_lower\": 1.721077601843805, \"trend_upper\": 1.721077601843805, \"additive_terms\": 3.2770950945628967, \"additive_terms_lower\": 3.2770950945628967, \"additive_terms_upper\": 3.2770950945628967, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9811284855217228, \"yearly_lower\": 1.9811284855217228, \"yearly_upper\": 1.9811284855217228, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.9981726964067015, \"label\": \"Forecast\"}, {\"ds\": \"1932-10-02T00:00:00\", \"trend\": 1.7312000938878342, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.3489519600182365, \"yhat_upper\": 7.056611021682555, \"trend_lower\": 1.7312000938878342, \"trend_upper\": 1.7312000938878342, 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{\"ds\": \"1932-10-23T00:00:00\", \"trend\": 1.721077601843805, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.8942946436193032, \"yhat_upper\": 8.603372696567972, \"trend_lower\": 1.721077601843805, \"trend_upper\": 1.721077601843805, \"additive_terms\": 3.2770950945628967, \"additive_terms_lower\": 3.2770950945628967, \"additive_terms_upper\": 3.2770950945628967, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9811284855217228, \"yearly_lower\": 1.9811284855217228, \"yearly_upper\": 1.9811284855217228, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.9981726964067015, \"label\": \"Forecast\"}, {\"ds\": \"1932-10-02T00:00:00\", \"trend\": 1.7312000938878342, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.45983182091655717, \"yhat_upper\": 7.033241659865476, \"trend_lower\": 1.7312000938878342, \"trend_upper\": 1.7312000938878342, \"additive_terms\": 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3.006660951246108, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-24T00:00:00\", \"trend\": 1.1058539093496724, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4283351479727105, \"yhat_upper\": 6.998727094780507, \"trend_lower\": 1.1058539093496724, \"trend_upper\": 1.1058539093496724, \"additive_terms\": 2.116961724110971, \"additive_terms_lower\": 2.116961724110971, \"additive_terms_upper\": 2.116961724110971, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8209951150697974, \"yearly_lower\": 0.8209951150697974, \"yearly_upper\": 0.8209951150697974, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2228156334606437, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-31T00:00:00\", \"trend\": 1.1036167423654024, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.682898994749582, \"yhat_upper\": 6.906132582226098, \"trend_lower\": 1.1036167423654024, 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1.295966609041174, \"yearly\": 0.20400805018759266, \"yearly_lower\": 0.20400805018759266, \"yearly_upper\": 0.20400805018759266, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6013584818831887, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-14T00:00:00\", \"trend\": 1.0991551432795579, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4140916962268615, \"yhat_upper\": 5.953377056753745, \"trend_lower\": 1.0991551432795579, \"trend_upper\": 1.0991551432795579, \"additive_terms\": 1.054907538448754, \"additive_terms_lower\": 1.054907538448754, \"additive_terms_upper\": 1.054907538448754, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24105907059241985, \"yearly_lower\": -0.24105907059241985, \"yearly_upper\": -0.24105907059241985, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1540626817283117, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-21T00:00:00\", \"trend\": 1.0969306973103958, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.693713807804716, \"yhat_upper\": 6.011941358616441, \"trend_lower\": 1.0969306973103958, \"trend_upper\": 1.0969306973103958, \"additive_terms\": 0.936005330574722, \"additive_terms_lower\": 0.936005330574722, \"additive_terms_upper\": 0.936005330574722, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.35996127846645204, \"yearly_lower\": -0.35996127846645204, \"yearly_upper\": -0.35996127846645204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0329360278851176, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-28T00:00:00\", \"trend\": 1.0947104778232895, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4291048642189277, \"yhat_upper\": 6.1141139853108095, \"trend_lower\": 1.0947104778232895, \"trend_upper\": 1.0947104778232895, \"additive_terms\": 1.1500885855502203, \"additive_terms_lower\": 1.1500885855502203, \"additive_terms_upper\": 1.1500885855502203, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14587802349095372, \"yearly_lower\": -0.14587802349095372, \"yearly_upper\": -0.14587802349095372, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2447990633735095, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-07T00:00:00\", \"trend\": 1.0924944779013774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.393062544411121, \"yhat_upper\": 5.945265773032088, \"trend_lower\": 1.0924944779013774, \"trend_upper\": 1.0924944779013774, \"additive_terms\": 1.404578418614074, \"additive_terms_lower\": 1.404578418614074, \"additive_terms_upper\": 1.404578418614074, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.10861180957290004, \"yearly_lower\": 0.10861180957290004, \"yearly_upper\": 0.10861180957290004, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4970728965154514, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-14T00:00:00\", \"trend\": 1.090282690634595, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2780830914913262, \"yhat_upper\": 6.087974290187652, \"trend_lower\": 1.090282690634595, \"trend_upper\": 1.090282690634595, \"additive_terms\": 1.4204616749560552, \"additive_terms_lower\": 1.4204616749560552, \"additive_terms_upper\": 1.4204616749560552, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.12449506591488115, \"yearly_lower\": 0.12449506591488115, \"yearly_upper\": 0.12449506591488115, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.51074436559065, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-21T00:00:00\", \"trend\": 1.088075109119687, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.501851705259847, \"yhat_upper\": 5.8356815991729425, \"trend_lower\": 1.088075109119687, \"trend_upper\": 1.088075109119687, \"additive_terms\": 1.2091350643034016, \"additive_terms_lower\": 1.2091350643034016, \"additive_terms_upper\": 1.2091350643034016, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08683154473777255, \"yearly_lower\": -0.08683154473777255, \"yearly_upper\": -0.08683154473777255, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2972101734230885, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-28T00:00:00\", \"trend\": 1.0858717264602225, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.640544927630023, \"yhat_upper\": 5.735190218525118, \"trend_lower\": 1.0858717264602225, \"trend_upper\": 1.0858717264602225, \"additive_terms\": 1.0127701949245755, \"additive_terms_lower\": 1.0127701949245755, \"additive_terms_upper\": 1.0127701949245755, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.28319641411659835, \"yearly_lower\": -0.28319641411659835, \"yearly_upper\": -0.28319641411659835, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.098641921384798, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-04T00:00:00\", \"trend\": 1.0836725357666037, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.640992389415931, \"yhat_upper\": 5.9568547910358385, \"trend_lower\": 1.0836725357666037, \"trend_upper\": 1.0836725357666037, \"additive_terms\": 1.0065018027369332, \"additive_terms_lower\": 1.0065018027369332, \"additive_terms_upper\": 1.0065018027369332, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.28946480630424076, \"yearly_lower\": -0.28946480630424076, \"yearly_upper\": -0.28946480630424076, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.090174338503537, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-11T00:00:00\", \"trend\": 1.081477530156081, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.439807643505997, \"yhat_upper\": 5.980011253645945, \"trend_lower\": 1.081477530156081, \"trend_upper\": 1.081477530156081, \"additive_terms\": 1.1269185320383683, \"additive_terms_lower\": 1.1269185320383683, \"additive_terms_upper\": 1.1269185320383683, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1690480770028056, \"yearly_lower\": -0.1690480770028056, \"yearly_upper\": -0.1690480770028056, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.208396062194449, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-18T00:00:00\", \"trend\": 1.0792867027527686, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3763798989493021, \"yhat_upper\": 6.153641079426804, \"trend_lower\": 1.0792867027527686, \"trend_upper\": 1.0792867027527686, \"additive_terms\": 1.2055545761745512, \"additive_terms_lower\": 1.2055545761745512, \"additive_terms_upper\": 1.2055545761745512, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0904120328666228, \"yearly_lower\": -0.0904120328666228, \"yearly_upper\": -0.0904120328666228, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2848412789273196, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-25T00:00:00\", \"trend\": 1.0771000466876504, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.387953114181713, \"yhat_upper\": 5.9926377807066675, \"trend_lower\": 1.0771000466876504, \"trend_upper\": 1.0771000466876504, \"additive_terms\": 1.196370213952583, \"additive_terms_lower\": 1.196370213952583, \"additive_terms_upper\": 1.196370213952583, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0995963950885911, \"yearly_lower\": -0.0995963950885911, \"yearly_upper\": -0.0995963950885911, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2734702606402335, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-02T00:00:00\", \"trend\": 1.0749175550985968, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4110301735839614, \"yhat_upper\": 5.831610654135376, \"trend_lower\": 1.0749175550985968, \"trend_upper\": 1.0749175550985968, \"additive_terms\": 1.1895396401235663, \"additive_terms_lower\": 1.1895396401235663, \"additive_terms_upper\": 1.1895396401235663, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1064269689176077, \"yearly_lower\": -0.1064269689176077, \"yearly_upper\": -0.1064269689176077, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.264457195222163, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-09T00:00:00\", \"trend\": 1.0727392211303777, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3811345167228166, \"yhat_upper\": 5.992849948354788, \"trend_lower\": 1.0727392211303777, \"trend_upper\": 1.0727392211303777, \"additive_terms\": 1.2121274044911117, \"additive_terms_lower\": 1.2121274044911117, \"additive_terms_upper\": 1.2121274044911117, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08383920455006204, \"yearly_lower\": -0.08383920455006204, \"yearly_upper\": -0.08383920455006204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2848666256214893, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-16T00:00:00\", \"trend\": 1.0705650379346698, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6404950691307458, \"yhat_upper\": 6.088497045642115, \"trend_lower\": 1.0705650379346698, \"trend_upper\": 1.0705650379346698, \"additive_terms\": 1.1169721209990802, \"additive_terms_lower\": 1.1169721209990802, \"additive_terms_upper\": 1.1169721209990802, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.17899448804209364, \"yearly_lower\": -0.17899448804209364, \"yearly_upper\": -0.17899448804209364, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.18753715893375, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-23T00:00:00\", \"trend\": 1.068394998670074, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6832189110378761, \"yhat_upper\": 5.306654869208162, \"trend_lower\": 1.068394998670074, \"trend_upper\": 1.068394998670074, \"additive_terms\": 0.7526190578092762, \"additive_terms_lower\": 0.7526190578092762, \"additive_terms_upper\": 0.7526190578092762, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5433475512318977, \"yearly_lower\": -0.5433475512318977, \"yearly_upper\": -0.5433475512318977, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8210140564793502, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-30T00:00:00\", \"trend\": 1.0662290965021248, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.7595629023308406, \"yhat_upper\": 5.040033968610624, \"trend_lower\": 1.0662290965021248, \"trend_upper\": 1.0662290965021248, \"additive_terms\": 0.22209253161116818, \"additive_terms_lower\": 0.22209253161116818, \"additive_terms_upper\": 0.22209253161116818, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0738740774300057, \"yearly_lower\": -1.0738740774300057, \"yearly_upper\": -1.0738740774300057, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.288321628113293, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-06T00:00:00\", \"trend\": 1.0640673246033001, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.805377193553892, \"yhat_upper\": 4.872771943492388, \"trend_lower\": 1.0640673246033001, \"trend_upper\": 1.0640673246033001, \"additive_terms\": -0.12007105073976515, \"additive_terms_lower\": -0.12007105073976515, \"additive_terms_upper\": -0.12007105073976515, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.416037659780939, \"yearly_lower\": -1.416037659780939, \"yearly_upper\": -1.416037659780939, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.943996273863535, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-13T00:00:00\", \"trend\": 1.0619096761530387, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.5612423339275794, \"yhat_upper\": 4.748349930407413, \"trend_lower\": 1.0619096761530387, \"trend_upper\": 1.0619096761530387, \"additive_terms\": 0.011696181006741118, \"additive_terms_lower\": 0.011696181006741118, \"additive_terms_upper\": 0.011696181006741118, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.2842704280344328, \"yearly_lower\": -1.2842704280344328, \"yearly_upper\": -1.2842704280344328, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0736058571597797, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-20T00:00:00\", \"trend\": 1.0597561443377466, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.13079566934491, \"yhat_upper\": 5.3911824504552355, \"trend_lower\": 1.0597561443377466, \"trend_upper\": 1.0597561443377466, \"additive_terms\": 0.5353687474476336, \"additive_terms_lower\": 0.5353687474476336, \"additive_terms_upper\": 0.5353687474476336, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7605978615935403, \"yearly_lower\": -0.7605978615935403, \"yearly_upper\": -0.7605978615935403, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5951248917853802, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-27T00:00:00\", \"trend\": 1.057606722350809, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7748075920296242, \"yhat_upper\": 5.858522905282545, \"trend_lower\": 1.057606722350809, \"trend_upper\": 1.057606722350809, \"additive_terms\": 1.0638381773466976, \"additive_terms_lower\": 1.0638381773466976, \"additive_terms_upper\": 1.0638381773466976, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.23212843169447633, \"yearly_lower\": -0.23212843169447633, \"yearly_upper\": -0.23212843169447633, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1214448996975066, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-04T00:00:00\", \"trend\": 1.0554614033926055, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6201501844543407, \"yhat_upper\": 6.031570954983431, \"trend_lower\": 1.0554614033926055, \"trend_upper\": 1.0554614033926055, \"additive_terms\": 1.2607213534981756, \"additive_terms_lower\": 1.2607213534981756, \"additive_terms_upper\": 1.2607213534981756, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.035245255542998274, \"yearly_lower\": -0.035245255542998274, \"yearly_upper\": -0.035245255542998274, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.316182756890781, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-11T00:00:00\", \"trend\": 1.0533201806705177, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6347972760894725, \"yhat_upper\": 5.793656222537965, \"trend_lower\": 1.0533201806705177, \"trend_upper\": 1.0533201806705177, \"additive_terms\": 1.0994781352926333, \"additive_terms_lower\": 1.0994781352926333, \"additive_terms_upper\": 1.0994781352926333, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.19648847374854062, \"yearly_lower\": -0.19648847374854062, \"yearly_upper\": -0.19648847374854062, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.152798315963151, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-18T00:00:00\", \"trend\": 1.0511830473892072, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.916805100524885, \"yhat_upper\": 5.677870382288911, \"trend_lower\": 1.0511830473892072, \"trend_upper\": 1.0511830473892072, \"additive_terms\": 0.7802952515906432, \"additive_terms_lower\": 0.7802952515906432, \"additive_terms_upper\": 0.7802952515906432, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5156713574505307, \"yearly_lower\": -0.5156713574505307, \"yearly_upper\": -0.5156713574505307, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8314782989798504, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-25T00:00:00\", \"trend\": 1.0490499967798663, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.203059352068104, \"yhat_upper\": 5.232808496914047, \"trend_lower\": 1.0490499967798663, \"trend_upper\": 1.0490499967798663, \"additive_terms\": 0.47103087931286053, \"additive_terms_lower\": 0.47103087931286053, \"additive_terms_upper\": 0.47103087931286053, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8249357297283134, \"yearly_lower\": -0.8249357297283134, \"yearly_upper\": -0.8249357297283134, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.520080876092727, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-01T00:00:00\", \"trend\": 1.046921022070955, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3574584530294787, \"yhat_upper\": 4.722537824071469, \"trend_lower\": 1.046921022070955, \"trend_upper\": 1.046921022070955, \"additive_terms\": 0.20283991105728866, \"additive_terms_lower\": 0.20283991105728866, \"additive_terms_upper\": 0.20283991105728866, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0931266979838852, \"yearly_lower\": -1.0931266979838852, \"yearly_upper\": -1.0931266979838852, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.2497609331282438, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-08T00:00:00\", \"trend\": 1.0447961164979787, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3683865009469534, \"yhat_upper\": 4.6354417359179765, \"trend_lower\": 1.0447961164979787, \"trend_upper\": 1.0447961164979787, \"additive_terms\": -0.008336781253821621, \"additive_terms_lower\": -0.008336781253821621, \"additive_terms_upper\": -0.008336781253821621, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3043033902949956, \"yearly_lower\": -1.3043033902949956, \"yearly_upper\": -1.3043033902949956, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0364593352441571, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-15T00:00:00\", \"trend\": 1.0426752733034998, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.8839022753291745, \"yhat_upper\": 4.638741189684892, \"trend_lower\": 1.0426752733034998, \"trend_upper\": 1.0426752733034998, \"additive_terms\": -0.05738161847056822, \"additive_terms_lower\": -0.05738161847056822, \"additive_terms_upper\": -0.05738161847056822, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.353348227511742, \"yearly_lower\": -1.353348227511742, \"yearly_upper\": -1.353348227511742, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.9852936548329316, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-22T00:00:00\", \"trend\": 1.0405584857371535, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.4562171520348097, \"yhat_upper\": 4.940288137178633, \"trend_lower\": 1.0405584857371535, \"trend_upper\": 1.0405584857371535, \"additive_terms\": 0.14408416317426184, \"additive_terms_lower\": 0.14408416317426184, \"additive_terms_upper\": 0.14408416317426184, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1518824458669121, \"yearly_lower\": -1.1518824458669121, \"yearly_upper\": -1.1518824458669121, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1846426489114152, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-29T00:00:00\", \"trend\": 1.0384457470556505, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.036348006652148, \"yhat_upper\": 5.100346258308052, \"trend_lower\": 1.0384457470556505, \"trend_upper\": 1.0384457470556505, \"additive_terms\": 0.49143491329968997, \"additive_terms_lower\": 0.49143491329968997, \"additive_terms_upper\": 0.49143491329968997, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.804531695741484, \"yearly_lower\": -0.804531695741484, \"yearly_upper\": -0.804531695741484, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5298806603553405, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-05T00:00:00\", \"trend\": 1.0363370505227945, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.9962186715453092, \"yhat_upper\": 5.600744459729187, \"trend_lower\": 1.0363370505227945, \"trend_upper\": 1.0363370505227945, \"additive_terms\": 0.7287921383224136, \"additive_terms_lower\": 0.7287921383224136, \"additive_terms_upper\": 0.7287921383224136, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5671744707187604, \"yearly_lower\": -0.5671744707187604, \"yearly_upper\": -0.5671744707187604, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.765129188845208, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-12T00:00:00\", \"trend\": 1.0342323894094885, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.1255529873324868, \"yhat_upper\": 5.5288192881689655, \"trend_lower\": 1.0342323894094885, \"trend_upper\": 1.0342323894094885, \"additive_terms\": 0.7311897472281286, \"additive_terms_lower\": 0.7311897472281286, \"additive_terms_upper\": 0.7311897472281286, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5647768618130454, \"yearly_lower\": -0.5647768618130454, \"yearly_upper\": -0.5647768618130454, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.765422136637617, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-19T00:00:00\", \"trend\": 1.0321317569937463, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.1112827014569873, \"yhat_upper\": 5.463395982904634, \"trend_lower\": 1.0321317569937463, \"trend_upper\": 1.0321317569937463, \"additive_terms\": 0.700369776557955, \"additive_terms_lower\": 0.700369776557955, \"additive_terms_upper\": 0.700369776557955, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5955968324832189, \"yearly_lower\": -0.5955968324832189, \"yearly_upper\": -0.5955968324832189, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7325015335517011, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-26T00:00:00\", \"trend\": 1.0300351465607027, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4740743368519693, \"yhat_upper\": 5.580229815691798, \"trend_lower\": 1.0300351465607027, \"trend_upper\": 1.0300351465607027, \"additive_terms\": 0.9917442365771848, \"additive_terms_lower\": 0.9917442365771848, \"additive_terms_upper\": 0.9917442365771848, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3042223724639891, \"yearly_lower\": -0.3042223724639891, \"yearly_upper\": -0.3042223724639891, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0217793831378876, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-03T00:00:00\", \"trend\": 1.0279425514026257, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1947181462900685, \"yhat_upper\": 6.7360915849507395, \"trend_lower\": 1.0279425514026257, \"trend_upper\": 1.0279425514026257, \"additive_terms\": 1.7199918639359044, \"additive_terms_lower\": 1.7199918639359044, \"additive_terms_upper\": 1.7199918639359044, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.42402525489473053, \"yearly_lower\": 0.42402525489473053, \"yearly_upper\": 0.42402525489473053, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.74793441533853, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-10T00:00:00\", \"trend\": 1.02585396481892, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.36643591738062053, \"yhat_upper\": 7.313485164408568, \"trend_lower\": 1.02585396481892, \"trend_upper\": 1.02585396481892, \"additive_terms\": 2.5879263353767477, \"additive_terms_lower\": 2.5879263353767477, \"additive_terms_upper\": 2.5879263353767477, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.2919597263355738, \"yearly_lower\": 1.2919597263355738, \"yearly_upper\": 1.2919597263355738, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.6137803001956676, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-17T00:00:00\", \"trend\": 1.0237693801161454, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.4095221652314643, \"yhat_upper\": 7.865563087370176, \"trend_lower\": 1.0237693801161454, \"trend_upper\": 1.0237693801161454, \"additive_terms\": 3.157093238364381, \"additive_terms_lower\": 3.157093238364381, \"additive_terms_upper\": 3.157093238364381, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.861126629323207, \"yearly_lower\": 1.861126629323207, \"yearly_upper\": 1.861126629323207, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.180862618480527, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-24T00:00:00\", \"trend\": 1.0216887906080216, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.7709288101781343, \"yhat_upper\": 8.175650686038997, \"trend_lower\": 1.0216887906080216, \"trend_upper\": 1.0216887906080216, \"additive_terms\": 3.2727060103149683, \"additive_terms_lower\": 3.2727060103149683, \"additive_terms_upper\": 3.2727060103149683, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9767394012737944, \"yearly_lower\": 1.9767394012737944, \"yearly_upper\": 1.9767394012737944, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.29439480092299, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-31T00:00:00\", \"trend\": 1.0196121896154378, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.30224596001939086, \"yhat_upper\": 7.614119806006394, \"trend_lower\": 1.0196121896154378, \"trend_upper\": 1.0196121896154378, \"additive_terms\": 3.1714232523570045, \"additive_terms_lower\": 3.1714232523570045, \"additive_terms_upper\": 3.1714232523570045, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8754566433158306, \"yearly_lower\": 1.8754566433158306, \"yearly_upper\": 1.8754566433158306, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.191035441972442, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-07T00:00:00\", \"trend\": 1.017539570466465, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.9491566405303189, \"yhat_upper\": 7.916252079799028, \"trend_lower\": 1.017539570466465, \"trend_upper\": 1.017539570466465, \"additive_terms\": 3.1646860573763207, \"additive_terms_lower\": 3.1646860573763207, \"additive_terms_upper\": 3.1646860573763207, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.868719448335147, \"yearly_lower\": 1.868719448335147, \"yearly_upper\": 1.868719448335147, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.182225627842786, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-14T00:00:00\", \"trend\": 1.0154709264963633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.6713949768588817, \"yhat_upper\": 7.92250075194084, \"trend_lower\": 1.0154709264963633, \"trend_upper\": 1.0154709264963633, \"additive_terms\": 3.272924127020767, \"additive_terms_lower\": 3.272924127020767, \"additive_terms_upper\": 3.272924127020767, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.976957517979593, \"yearly_lower\": 1.976957517979593, \"yearly_upper\": 1.976957517979593, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.28839505351713, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-21T00:00:00\", \"trend\": 1.0134062510475919, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.19992579417113096, \"yhat_upper\": 7.87796391057659, \"trend_lower\": 1.0134062510475919, \"trend_upper\": 1.0134062510475919, \"additive_terms\": 3.221351240866006, \"additive_terms_lower\": 3.221351240866006, \"additive_terms_upper\": 3.221351240866006, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.925384631824832, \"yearly_lower\": 1.925384631824832, \"yearly_upper\": 1.925384631824832, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.234757491913598, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-28T00:00:00\", \"trend\": 1.0113455374698186, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.125870485301534, \"yhat_upper\": 7.468732419330628, \"trend_lower\": 1.0113455374698186, \"trend_upper\": 1.0113455374698186, \"additive_terms\": 2.774734447878751, \"additive_terms_lower\": 2.774734447878751, \"additive_terms_upper\": 2.774734447878751, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.478767838837577, \"yearly_lower\": 1.478767838837577, \"yearly_upper\": 1.478767838837577, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.78607998534857, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-05T00:00:00\", \"trend\": 1.0092887791199303, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.4053996009535715, 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1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.025822036617468777, \"yearly_lower\": -0.025822036617468777, \"yearly_upper\": -0.025822036617468777, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2773805417857442, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-19T00:00:00\", \"trend\": 1.0051871015674936, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6463950174638, \"yhat_upper\": 5.778049146527405, \"trend_lower\": 1.0051871015674936, \"trend_upper\": 1.0051871015674936, \"additive_terms\": 0.8298871708041522, \"additive_terms_lower\": 0.8298871708041522, \"additive_terms_upper\": 0.8298871708041522, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.46607943823702175, \"yearly_lower\": -0.46607943823702175, \"yearly_upper\": -0.46607943823702175, \"multiplicative_terms\": 0.0, 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1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.09608071848392126, \"yearly_lower\": 0.09608071848392126, \"yearly_upper\": 0.09608071848392126, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.39111141131125, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-16T00:00:00\", \"trend\": 0.9970309177035193, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.1550604381606717, \"yhat_upper\": 6.440692453898555, \"trend_lower\": 0.9970309177035193, \"trend_upper\": 0.9970309177035193, \"additive_terms\": 1.8310785400053653, \"additive_terms_lower\": 1.8310785400053653, \"additive_terms_upper\": 1.8310785400053653, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5351119309641914, \"yearly_lower\": 0.5351119309641914, \"yearly_upper\": 0.5351119309641914, \"multiplicative_terms\": 0.0, 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1.5922675530690564, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.2963009440278825, \"yearly_lower\": 0.2963009440278825, \"yearly_upper\": 0.2963009440278825, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5832223997654267, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-13T00:00:00\", \"trend\": 0.9889372768484077, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.475486542163603, \"yhat_upper\": 5.788224598168745, \"trend_lower\": 0.9889372768484077, \"trend_upper\": 0.9889372768484077, \"additive_terms\": 1.1166043165090849, \"additive_terms_lower\": 1.1166043165090849, \"additive_terms_upper\": 1.1166043165090849, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.179362292532089, \"yearly_lower\": -0.179362292532089, \"yearly_upper\": -0.179362292532089, 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0.8209951150697974, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.2228156334606437, \"label\": \"Forecast\"}, {\"ds\": \"1937-01-31T00:00:00\", \"trend\": 1.1036167423654024, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5987460968821509, \"yhat_upper\": 6.623984098399691, \"trend_lower\": 1.1036167423654024, \"trend_upper\": 1.1036167423654024, \"additive_terms\": 1.9608552435568396, \"additive_terms_lower\": 1.9608552435568396, \"additive_terms_upper\": 1.9608552435568396, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.6648886345156658, \"yearly_lower\": 0.6648886345156658, \"yearly_upper\": 0.6648886345156658, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.064471985922242, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-07T00:00:00\", \"trend\": 1.1013838226544221, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2444535850940222, \"yhat_upper\": 6.575235815863697, \"trend_lower\": 1.1013838226544221, \"trend_upper\": 1.1013838226544221, \"additive_terms\": 1.4999746592287666, \"additive_terms_lower\": 1.4999746592287666, \"additive_terms_upper\": 1.4999746592287666, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.20400805018759266, \"yearly_lower\": 0.20400805018759266, \"yearly_upper\": 0.20400805018759266, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.6013584818831887, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-14T00:00:00\", \"trend\": 1.0991551432795579, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.704299677910753, \"yhat_upper\": 5.844258327903254, \"trend_lower\": 1.0991551432795579, \"trend_upper\": 1.0991551432795579, \"additive_terms\": 1.054907538448754, \"additive_terms_lower\": 1.054907538448754, \"additive_terms_upper\": 1.054907538448754, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.24105907059241985, \"yearly_lower\": -0.24105907059241985, \"yearly_upper\": -0.24105907059241985, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1540626817283117, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-21T00:00:00\", \"trend\": 1.0969306973103958, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7112426150114917, \"yhat_upper\": 5.7392956827931885, \"trend_lower\": 1.0969306973103958, \"trend_upper\": 1.0969306973103958, \"additive_terms\": 0.936005330574722, \"additive_terms_lower\": 0.936005330574722, \"additive_terms_upper\": 0.936005330574722, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.35996127846645204, \"yearly_lower\": -0.35996127846645204, \"yearly_upper\": -0.35996127846645204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0329360278851176, \"label\": \"Forecast\"}, {\"ds\": \"1937-02-28T00:00:00\", \"trend\": 1.0947104778232895, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3415482715369023, \"yhat_upper\": 6.105369950625225, \"trend_lower\": 1.0947104778232895, \"trend_upper\": 1.0947104778232895, \"additive_terms\": 1.1500885855502203, \"additive_terms_lower\": 1.1500885855502203, \"additive_terms_upper\": 1.1500885855502203, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.14587802349095372, \"yearly_lower\": -0.14587802349095372, \"yearly_upper\": -0.14587802349095372, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2447990633735095, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-07T00:00:00\", \"trend\": 1.0924944779013774, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3706498781928258, \"yhat_upper\": 6.12220330120118, \"trend_lower\": 1.0924944779013774, \"trend_upper\": 1.0924944779013774, \"additive_terms\": 1.404578418614074, \"additive_terms_lower\": 1.404578418614074, \"additive_terms_upper\": 1.404578418614074, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.10861180957290004, \"yearly_lower\": 0.10861180957290004, \"yearly_upper\": 0.10861180957290004, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4970728965154514, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-14T00:00:00\", \"trend\": 1.090282690634595, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.273339287828888, \"yhat_upper\": 6.259390584530545, \"trend_lower\": 1.090282690634595, \"trend_upper\": 1.090282690634595, \"additive_terms\": 1.4204616749560552, \"additive_terms_lower\": 1.4204616749560552, \"additive_terms_upper\": 1.4204616749560552, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.12449506591488115, \"yearly_lower\": 0.12449506591488115, \"yearly_upper\": 0.12449506591488115, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.51074436559065, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-21T00:00:00\", \"trend\": 1.088075109119687, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2348265394852453, \"yhat_upper\": 6.141310249621834, \"trend_lower\": 1.088075109119687, \"trend_upper\": 1.088075109119687, \"additive_terms\": 1.2091350643034016, \"additive_terms_lower\": 1.2091350643034016, \"additive_terms_upper\": 1.2091350643034016, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08683154473777255, \"yearly_lower\": -0.08683154473777255, \"yearly_upper\": -0.08683154473777255, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2972101734230885, \"label\": \"Forecast\"}, {\"ds\": \"1937-03-28T00:00:00\", \"trend\": 1.0858717264602225, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.557482690707748, \"yhat_upper\": 5.928558215645731, \"trend_lower\": 1.0858717264602225, \"trend_upper\": 1.0858717264602225, \"additive_terms\": 1.0127701949245755, \"additive_terms_lower\": 1.0127701949245755, \"additive_terms_upper\": 1.0127701949245755, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.28319641411659835, \"yearly_lower\": -0.28319641411659835, \"yearly_upper\": -0.28319641411659835, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.098641921384798, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-04T00:00:00\", \"trend\": 1.0836725357666037, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6689523755957196, \"yhat_upper\": 5.655826366732879, \"trend_lower\": 1.0836725357666037, \"trend_upper\": 1.0836725357666037, \"additive_terms\": 1.0065018027369332, \"additive_terms_lower\": 1.0065018027369332, \"additive_terms_upper\": 1.0065018027369332, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.28946480630424076, \"yearly_lower\": -0.28946480630424076, \"yearly_upper\": -0.28946480630424076, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.090174338503537, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-11T00:00:00\", \"trend\": 1.081477530156081, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3025137087882712, \"yhat_upper\": 6.087616902332249, \"trend_lower\": 1.081477530156081, \"trend_upper\": 1.081477530156081, \"additive_terms\": 1.1269185320383683, \"additive_terms_lower\": 1.1269185320383683, \"additive_terms_upper\": 1.1269185320383683, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1690480770028056, \"yearly_lower\": -0.1690480770028056, \"yearly_upper\": -0.1690480770028056, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.208396062194449, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-18T00:00:00\", \"trend\": 1.0792867027527686, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.542363841146576, \"yhat_upper\": 6.241077243234088, \"trend_lower\": 1.0792867027527686, \"trend_upper\": 1.0792867027527686, \"additive_terms\": 1.2055545761745512, \"additive_terms_lower\": 1.2055545761745512, \"additive_terms_upper\": 1.2055545761745512, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0904120328666228, \"yearly_lower\": -0.0904120328666228, \"yearly_upper\": -0.0904120328666228, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2848412789273196, \"label\": \"Forecast\"}, {\"ds\": \"1937-04-25T00:00:00\", \"trend\": 1.0771000466876504, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6509244516967858, \"yhat_upper\": 5.953265989479583, \"trend_lower\": 1.0771000466876504, \"trend_upper\": 1.0771000466876504, \"additive_terms\": 1.196370213952583, \"additive_terms_lower\": 1.196370213952583, \"additive_terms_upper\": 1.196370213952583, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.0995963950885911, \"yearly_lower\": -0.0995963950885911, \"yearly_upper\": -0.0995963950885911, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2734702606402335, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-02T00:00:00\", \"trend\": 1.0749175550985968, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6421734254798057, \"yhat_upper\": 6.195088257997771, \"trend_lower\": 1.0749175550985968, \"trend_upper\": 1.0749175550985968, \"additive_terms\": 1.1895396401235663, \"additive_terms_lower\": 1.1895396401235663, \"additive_terms_upper\": 1.1895396401235663, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1064269689176077, \"yearly_lower\": -0.1064269689176077, \"yearly_upper\": -0.1064269689176077, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.264457195222163, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-09T00:00:00\", \"trend\": 1.0727392211303777, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3156642749966823, \"yhat_upper\": 5.948035100011335, \"trend_lower\": 1.0727392211303777, \"trend_upper\": 1.0727392211303777, \"additive_terms\": 1.2121274044911117, \"additive_terms_lower\": 1.2121274044911117, \"additive_terms_upper\": 1.2121274044911117, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.08383920455006204, \"yearly_lower\": -0.08383920455006204, \"yearly_upper\": -0.08383920455006204, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2848666256214893, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-16T00:00:00\", \"trend\": 1.0705650379346698, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5175335688362683, \"yhat_upper\": 6.0622051786842, \"trend_lower\": 1.0705650379346698, \"trend_upper\": 1.0705650379346698, \"additive_terms\": 1.1169721209990802, \"additive_terms_lower\": 1.1169721209990802, \"additive_terms_upper\": 1.1169721209990802, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.17899448804209364, \"yearly_lower\": -0.17899448804209364, \"yearly_upper\": -0.17899448804209364, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.18753715893375, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-23T00:00:00\", \"trend\": 1.068394998670074, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.916970415871745, \"yhat_upper\": 5.5455065277919475, \"trend_lower\": 1.068394998670074, \"trend_upper\": 1.068394998670074, \"additive_terms\": 0.7526190578092762, \"additive_terms_lower\": 0.7526190578092762, \"additive_terms_upper\": 0.7526190578092762, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5433475512318977, \"yearly_lower\": -0.5433475512318977, \"yearly_upper\": -0.5433475512318977, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8210140564793502, \"label\": \"Forecast\"}, {\"ds\": \"1937-05-30T00:00:00\", \"trend\": 1.0662290965021248, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.507273327878833, \"yhat_upper\": 4.979521278228272, \"trend_lower\": 1.0662290965021248, \"trend_upper\": 1.0662290965021248, \"additive_terms\": 0.22209253161116818, \"additive_terms_lower\": 0.22209253161116818, \"additive_terms_upper\": 0.22209253161116818, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0738740774300057, \"yearly_lower\": -1.0738740774300057, \"yearly_upper\": -1.0738740774300057, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.288321628113293, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-06T00:00:00\", \"trend\": 1.0640673246033001, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.940359466357693, \"yhat_upper\": 4.784666532616853, \"trend_lower\": 1.0640673246033001, \"trend_upper\": 1.0640673246033001, \"additive_terms\": -0.12007105073976515, \"additive_terms_lower\": -0.12007105073976515, \"additive_terms_upper\": -0.12007105073976515, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.416037659780939, \"yearly_lower\": -1.416037659780939, \"yearly_upper\": -1.416037659780939, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.943996273863535, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-13T00:00:00\", \"trend\": 1.0619096761530387, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.62677696691628, \"yhat_upper\": 4.8002310646191315, \"trend_lower\": 1.0619096761530387, \"trend_upper\": 1.0619096761530387, \"additive_terms\": 0.011696181006741118, \"additive_terms_lower\": 0.011696181006741118, \"additive_terms_upper\": 0.011696181006741118, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.2842704280344328, \"yearly_lower\": -1.2842704280344328, \"yearly_upper\": -1.2842704280344328, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0736058571597797, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-20T00:00:00\", \"trend\": 1.0597561443377466, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.367559938288117, \"yhat_upper\": 5.095486949826225, \"trend_lower\": 1.0597561443377466, \"trend_upper\": 1.0597561443377466, \"additive_terms\": 0.5353687474476336, \"additive_terms_lower\": 0.5353687474476336, \"additive_terms_upper\": 0.5353687474476336, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7605978615935403, \"yearly_lower\": -0.7605978615935403, \"yearly_upper\": -0.7605978615935403, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5951248917853802, \"label\": \"Forecast\"}, {\"ds\": \"1937-06-27T00:00:00\", \"trend\": 1.057606722350809, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5258181099283274, \"yhat_upper\": 5.723062922688944, \"trend_lower\": 1.057606722350809, \"trend_upper\": 1.057606722350809, \"additive_terms\": 1.0638381773466976, \"additive_terms_lower\": 1.0638381773466976, \"additive_terms_upper\": 1.0638381773466976, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.23212843169447633, \"yearly_lower\": -0.23212843169447633, \"yearly_upper\": -0.23212843169447633, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1214448996975066, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-04T00:00:00\", \"trend\": 1.0554614033926055, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5042792586805873, \"yhat_upper\": 6.288712737266451, \"trend_lower\": 1.0554614033926055, \"trend_upper\": 1.0554614033926055, \"additive_terms\": 1.2607213534981756, \"additive_terms_lower\": 1.2607213534981756, \"additive_terms_upper\": 1.2607213534981756, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.035245255542998274, \"yearly_lower\": -0.035245255542998274, \"yearly_upper\": -0.035245255542998274, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.316182756890781, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-11T00:00:00\", \"trend\": 1.0533201806705177, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5306986047582256, \"yhat_upper\": 5.974860153915412, \"trend_lower\": 1.0533201806705177, \"trend_upper\": 1.0533201806705177, \"additive_terms\": 1.0994781352926333, \"additive_terms_lower\": 1.0994781352926333, \"additive_terms_upper\": 1.0994781352926333, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.19648847374854062, \"yearly_lower\": -0.19648847374854062, \"yearly_upper\": -0.19648847374854062, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.152798315963151, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-18T00:00:00\", \"trend\": 1.0511830473892072, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.010539542909494, \"yhat_upper\": 5.843257123094994, \"trend_lower\": 1.0511830473892072, \"trend_upper\": 1.0511830473892072, \"additive_terms\": 0.7802952515906432, \"additive_terms_lower\": 0.7802952515906432, \"additive_terms_upper\": 0.7802952515906432, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5156713574505307, \"yearly_lower\": -0.5156713574505307, \"yearly_upper\": -0.5156713574505307, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8314782989798504, \"label\": \"Forecast\"}, {\"ds\": \"1937-07-25T00:00:00\", \"trend\": 1.0490499967798663, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3326833436488825, \"yhat_upper\": 5.0765889868126, \"trend_lower\": 1.0490499967798663, \"trend_upper\": 1.0490499967798663, \"additive_terms\": 0.47103087931286053, \"additive_terms_lower\": 0.47103087931286053, \"additive_terms_upper\": 0.47103087931286053, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8249357297283134, \"yearly_lower\": -0.8249357297283134, \"yearly_upper\": -0.8249357297283134, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.520080876092727, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-01T00:00:00\", \"trend\": 1.046921022070955, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.4546118829822943, \"yhat_upper\": 5.203233541719391, \"trend_lower\": 1.046921022070955, \"trend_upper\": 1.046921022070955, \"additive_terms\": 0.20283991105728866, \"additive_terms_lower\": 0.20283991105728866, \"additive_terms_upper\": 0.20283991105728866, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0931266979838852, \"yearly_lower\": -1.0931266979838852, \"yearly_upper\": -1.0931266979838852, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.2497609331282438, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-08T00:00:00\", \"trend\": 1.0447961164979787, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.470980205390833, \"yhat_upper\": 5.088530899402213, \"trend_lower\": 1.0447961164979787, \"trend_upper\": 1.0447961164979787, \"additive_terms\": -0.008336781253821621, \"additive_terms_lower\": -0.008336781253821621, \"additive_terms_upper\": -0.008336781253821621, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3043033902949956, \"yearly_lower\": -1.3043033902949956, \"yearly_upper\": -1.3043033902949956, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0364593352441571, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-15T00:00:00\", \"trend\": 1.0426752733034998, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.6173384797502703, \"yhat_upper\": 4.6877397477706815, \"trend_lower\": 1.0426752733034998, \"trend_upper\": 1.0426752733034998, \"additive_terms\": -0.05738161847056822, \"additive_terms_lower\": -0.05738161847056822, \"additive_terms_upper\": -0.05738161847056822, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.353348227511742, \"yearly_lower\": -1.353348227511742, \"yearly_upper\": -1.353348227511742, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.9852936548329316, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-22T00:00:00\", \"trend\": 1.0405584857371535, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.5190647679858014, \"yhat_upper\": 4.846206956030729, \"trend_lower\": 1.0405584857371535, \"trend_upper\": 1.0405584857371535, \"additive_terms\": 0.14408416317426184, \"additive_terms_lower\": 0.14408416317426184, \"additive_terms_upper\": 0.14408416317426184, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.1518824458669121, \"yearly_lower\": -1.1518824458669121, \"yearly_upper\": -1.1518824458669121, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1846426489114152, \"label\": \"Forecast\"}, {\"ds\": \"1937-08-29T00:00:00\", \"trend\": 1.0384457470556505, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3944568797147943, \"yhat_upper\": 5.2025511938278415, \"trend_lower\": 1.0384457470556505, \"trend_upper\": 1.0384457470556505, \"additive_terms\": 0.49143491329968997, \"additive_terms_lower\": 0.49143491329968997, \"additive_terms_upper\": 0.49143491329968997, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.804531695741484, \"yearly_lower\": -0.804531695741484, \"yearly_upper\": -0.804531695741484, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.5298806603553405, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-05T00:00:00\", \"trend\": 1.0363370505227945, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.2216321553107794, \"yhat_upper\": 5.302131012292768, \"trend_lower\": 1.0363370505227945, \"trend_upper\": 1.0363370505227945, \"additive_terms\": 0.7287921383224136, \"additive_terms_lower\": 0.7287921383224136, \"additive_terms_upper\": 0.7287921383224136, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5671744707187604, \"yearly_lower\": -0.5671744707187604, \"yearly_upper\": -0.5671744707187604, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.765129188845208, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-12T00:00:00\", \"trend\": 1.0342323894094885, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6563240346276489, \"yhat_upper\": 5.393895919662535, \"trend_lower\": 1.0342323894094885, \"trend_upper\": 1.0342323894094885, \"additive_terms\": 0.7311897472281286, \"additive_terms_lower\": 0.7311897472281286, \"additive_terms_upper\": 0.7311897472281286, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5647768618130454, \"yearly_lower\": -0.5647768618130454, \"yearly_upper\": -0.5647768618130454, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.765422136637617, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-19T00:00:00\", \"trend\": 1.0321317569937463, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.9111005523912634, \"yhat_upper\": 5.490169246461363, \"trend_lower\": 1.0321317569937463, \"trend_upper\": 1.0321317569937463, \"additive_terms\": 0.700369776557955, \"additive_terms_lower\": 0.700369776557955, \"additive_terms_upper\": 0.700369776557955, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5955968324832189, \"yearly_lower\": -0.5955968324832189, \"yearly_upper\": -0.5955968324832189, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7325015335517011, \"label\": \"Forecast\"}, {\"ds\": \"1937-09-26T00:00:00\", \"trend\": 1.0300351465607027, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7895309638458183, \"yhat_upper\": 5.799456229252192, \"trend_lower\": 1.0300351465607027, \"trend_upper\": 1.0300351465607027, \"additive_terms\": 0.9917442365771848, \"additive_terms_lower\": 0.9917442365771848, \"additive_terms_upper\": 0.9917442365771848, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3042223724639891, \"yearly_lower\": -0.3042223724639891, \"yearly_upper\": -0.3042223724639891, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0217793831378876, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-03T00:00:00\", \"trend\": 1.0279425514026257, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7673411563186484, \"yhat_upper\": 6.626677827096232, \"trend_lower\": 1.0279425514026257, \"trend_upper\": 1.0279425514026257, \"additive_terms\": 1.7199918639359044, \"additive_terms_lower\": 1.7199918639359044, \"additive_terms_upper\": 1.7199918639359044, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.42402525489473053, \"yearly_lower\": 0.42402525489473053, \"yearly_upper\": 0.42402525489473053, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.74793441533853, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-10T00:00:00\", \"trend\": 1.02585396481892, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.024417309603767635, \"yhat_upper\": 7.38239751672379, \"trend_lower\": 1.02585396481892, \"trend_upper\": 1.02585396481892, \"additive_terms\": 2.5879263353767477, \"additive_terms_lower\": 2.5879263353767477, \"additive_terms_upper\": 2.5879263353767477, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.2919597263355738, \"yearly_lower\": 1.2919597263355738, \"yearly_upper\": 1.2919597263355738, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.6137803001956676, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-17T00:00:00\", \"trend\": 1.0237693801161454, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.35330072553158637, \"yhat_upper\": 7.801787153286541, \"trend_lower\": 1.0237693801161454, \"trend_upper\": 1.0237693801161454, \"additive_terms\": 3.157093238364381, \"additive_terms_lower\": 3.157093238364381, \"additive_terms_upper\": 3.157093238364381, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.861126629323207, \"yearly_lower\": 1.861126629323207, \"yearly_upper\": 1.861126629323207, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.180862618480527, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-24T00:00:00\", \"trend\": 1.0216887906080216, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.45896074139117476, \"yhat_upper\": 8.159554741731963, \"trend_lower\": 1.0216887906080216, \"trend_upper\": 1.0216887906080216, \"additive_terms\": 3.2727060103149683, \"additive_terms_lower\": 3.2727060103149683, \"additive_terms_upper\": 3.2727060103149683, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9767394012737944, \"yearly_lower\": 1.9767394012737944, \"yearly_upper\": 1.9767394012737944, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.29439480092299, \"label\": \"Forecast\"}, {\"ds\": \"1937-10-31T00:00:00\", \"trend\": 1.0196121896154378, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.3771550340289511, \"yhat_upper\": 8.133550388761275, \"trend_lower\": 1.0196121896154378, \"trend_upper\": 1.0196121896154378, \"additive_terms\": 3.1714232523570045, \"additive_terms_lower\": 3.1714232523570045, \"additive_terms_upper\": 3.1714232523570045, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8754566433158306, \"yearly_lower\": 1.8754566433158306, \"yearly_upper\": 1.8754566433158306, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.191035441972442, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-07T00:00:00\", \"trend\": 1.017539570466465, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.28895497743057724, \"yhat_upper\": 8.153976968063867, \"trend_lower\": 1.017539570466465, \"trend_upper\": 1.017539570466465, \"additive_terms\": 3.1646860573763207, \"additive_terms_lower\": 3.1646860573763207, \"additive_terms_upper\": 3.1646860573763207, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.868719448335147, \"yearly_lower\": 1.868719448335147, \"yearly_upper\": 1.868719448335147, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.182225627842786, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-14T00:00:00\", \"trend\": 1.0154709264963633, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.5100658544067027, \"yhat_upper\": 7.811386148963835, \"trend_lower\": 1.0154709264963633, \"trend_upper\": 1.0154709264963633, \"additive_terms\": 3.272924127020767, \"additive_terms_lower\": 3.272924127020767, \"additive_terms_upper\": 3.272924127020767, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.976957517979593, \"yearly_lower\": 1.976957517979593, \"yearly_upper\": 1.976957517979593, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.28839505351713, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-21T00:00:00\", \"trend\": 1.0134062510475919, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.39928606244141235, \"yhat_upper\": 7.757645655640322, \"trend_lower\": 1.0134062510475919, \"trend_upper\": 1.0134062510475919, \"additive_terms\": 3.221351240866006, \"additive_terms_lower\": 3.221351240866006, \"additive_terms_upper\": 3.221351240866006, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.925384631824832, \"yearly_lower\": 1.925384631824832, \"yearly_upper\": 1.925384631824832, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.234757491913598, \"label\": \"Forecast\"}, {\"ds\": \"1937-11-28T00:00:00\", \"trend\": 1.0113455374698186, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.04466211687904266, \"yhat_upper\": 7.37005492897977, \"trend_lower\": 1.0113455374698186, \"trend_upper\": 1.0113455374698186, \"additive_terms\": 2.774734447878751, \"additive_terms_lower\": 2.774734447878751, \"additive_terms_upper\": 2.774734447878751, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.478767838837577, \"yearly_lower\": 1.478767838837577, \"yearly_upper\": 1.478767838837577, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.78607998534857, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-05T00:00:00\", \"trend\": 1.0092887791199303, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.5458791202024013, \"yhat_upper\": 6.550310278876471, \"trend_lower\": 1.0092887791199303, \"trend_upper\": 1.0092887791199303, \"additive_terms\": 2.0145564256336352, \"additive_terms_lower\": 2.0145564256336352, \"additive_terms_upper\": 2.0145564256336352, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.7185898165924616, \"yearly_lower\": 0.7185898165924616, \"yearly_upper\": 0.7185898165924616, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.0238452047535658, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-12T00:00:00\", \"trend\": 1.007235969362039, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.547941786084408, \"yhat_upper\": 5.553802389716248, \"trend_lower\": 1.007235969362039, \"trend_upper\": 1.007235969362039, \"additive_terms\": 1.2701445724237053, \"additive_terms_lower\": 1.2701445724237053, \"additive_terms_upper\": 1.2701445724237053, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.025822036617468777, \"yearly_lower\": -0.025822036617468777, \"yearly_upper\": -0.025822036617468777, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2773805417857442, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-19T00:00:00\", \"trend\": 1.0051871015674936, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6007997654769062, \"yhat_upper\": 5.585311448745564, \"trend_lower\": 1.0051871015674936, \"trend_upper\": 1.0051871015674936, \"additive_terms\": 0.8298871708041522, \"additive_terms_lower\": 0.8298871708041522, \"additive_terms_upper\": 0.8298871708041522, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.46607943823702175, \"yearly_lower\": -0.46607943823702175, \"yearly_upper\": -0.46607943823702175, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8350742723716458, \"label\": \"Forecast\"}, {\"ds\": \"1937-12-26T00:00:00\", \"trend\": 1.003142169114889, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.1839963734435424, \"yhat_upper\": 5.708888278994093, \"trend_lower\": 1.003142169114889, \"trend_upper\": 1.003142169114889, \"additive_terms\": 0.7648951773914283, \"additive_terms_lower\": 0.7648951773914283, \"additive_terms_upper\": 0.7648951773914283, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5310714316497457, 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\"1938-01-09T00:00:00\", \"trend\": 0.9990640837861547, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5149458904797155, \"yhat_upper\": 6.45783824162384, \"trend_lower\": 0.9990640837861547, \"trend_upper\": 0.9990640837861547, \"additive_terms\": 1.3920473275250953, \"additive_terms_lower\": 1.3920473275250953, \"additive_terms_upper\": 1.3920473275250953, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.09608071848392126, \"yearly_lower\": 0.09608071848392126, \"yearly_upper\": 0.09608071848392126, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.39111141131125, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-16T00:00:00\", \"trend\": 0.9970309177035193, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0472323424020775, \"yhat_upper\": 6.4846449030316835, \"trend_lower\": 0.9970309177035193, \"trend_upper\": 0.9970309177035193, \"additive_terms\": 1.8310785400053653, \"additive_terms_lower\": 1.8310785400053653, \"additive_terms_upper\": 1.8310785400053653, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.5351119309641914, \"yearly_lower\": 0.5351119309641914, \"yearly_upper\": 0.5351119309641914, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.8281094577088846, \"label\": \"Forecast\"}, {\"ds\": \"1938-01-23T00:00:00\", \"trend\": 0.9950016605498254, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.7293136315653842, \"yhat_upper\": 6.985412993643424, \"trend_lower\": 0.9950016605498254, \"trend_upper\": 0.9950016605498254, \"additive_terms\": 2.1027827579774216, \"additive_terms_lower\": 2.1027827579774216, \"additive_terms_upper\": 2.1027827579774216, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.8068161489362475, 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\"1938-02-06T00:00:00\", \"trend\": 0.9909548466963702, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.0397142083059083, \"yhat_upper\": 6.336992282671301, \"trend_lower\": 0.9909548466963702, \"trend_upper\": 0.9909548466963702, \"additive_terms\": 1.5922675530690564, \"additive_terms_lower\": 1.5922675530690564, \"additive_terms_upper\": 1.5922675530690564, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.2963009440278825, \"yearly_lower\": 0.2963009440278825, \"yearly_upper\": 0.2963009440278825, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.5832223997654267, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-13T00:00:00\", \"trend\": 0.9889372768484077, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.6046025390772276, \"yhat_upper\": 5.727997095833004, \"trend_lower\": 0.9889372768484077, \"trend_upper\": 0.9889372768484077, \"additive_terms\": 1.1166043165090849, \"additive_terms_lower\": 1.1166043165090849, \"additive_terms_upper\": 1.1166043165090849, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.179362292532089, \"yearly_lower\": -0.179362292532089, \"yearly_upper\": -0.179362292532089, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1055415933574926, \"label\": \"Forecast\"}, {\"ds\": \"1938-02-20T00:00:00\", \"trend\": 0.9869235896330065, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.8095086706349566, \"yhat_upper\": 5.541187155974859, \"trend_lower\": 0.9869235896330065, \"trend_upper\": 0.9869235896330065, \"additive_terms\": 0.927972905199743, \"additive_terms_lower\": 0.927972905199743, \"additive_terms_upper\": 0.927972905199743, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.36799370384143115, 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\"1938-03-06T00:00:00\", \"trend\": 0.9829078368839688, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.317954413018849, \"yhat_upper\": 6.242870255945795, \"trend_lower\": 0.9829078368839688, \"trend_upper\": 0.9829078368839688, \"additive_terms\": 1.371547323858095, \"additive_terms_lower\": 1.371547323858095, \"additive_terms_upper\": 1.371547323858095, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.075580714816921, \"yearly_lower\": 0.075580714816921, \"yearly_upper\": 0.075580714816921, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.354455160742064, \"label\": \"Forecast\"}, {\"ds\": \"1938-03-13T00:00:00\", \"trend\": 0.9809057582607061, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.3999654780595907, \"yhat_upper\": 6.214330175415096, \"trend_lower\": 0.9809057582607061, \"trend_upper\": 0.9809057582607061, \"additive_terms\": 1.4390108644704727, \"additive_terms_lower\": 1.4390108644704727, \"additive_terms_upper\": 1.4390108644704727, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.143044255429299, \"yearly_lower\": 0.143044255429299, \"yearly_upper\": 0.143044255429299, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.419916622731179, \"label\": \"Forecast\"}], \"data-12146f4196fb3e227706ee728590e563\": [{\"ds\": \"1938-04-10T00:00:00\", \"trend\": 0.9729359430732453, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.8247713286828078, \"yhat_upper\": 5.9996334498330155, \"trend_lower\": 0.9729359430732453, \"trend_upper\": 0.9729359430732453, \"additive_terms\": 1.1042313236621992, \"additive_terms_lower\": 1.1042313236621992, \"additive_terms_upper\": 1.1042313236621992, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.19173528537897472, \"yearly_lower\": -0.19173528537897472, \"yearly_upper\": -0.19173528537897472, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0771672667354446, \"label\": \"Forecast\"}, {\"ds\": \"1938-04-17T00:00:00\", \"trend\": 0.9709530815257917, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.2682394094028613, \"yhat_upper\": 5.964251912440691, \"trend_lower\": 0.9709530815257917, \"trend_upper\": 0.9709530815257917, \"additive_terms\": 1.1991616888803096, \"additive_terms_lower\": 1.1991616888803096, \"additive_terms_upper\": 1.1991616888803096, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.09680492016086432, \"yearly_lower\": -0.09680492016086432, \"yearly_upper\": -0.09680492016086432, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.1701147704061015, \"label\": \"Forecast\"}, {\"ds\": \"1938-04-24T00:00:00\", \"trend\": 0.9689740438731199, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4163425925966429, \"yhat_upper\": 5.914982428302589, \"trend_lower\": 0.9689740438731199, \"trend_upper\": 0.9689740438731199, \"additive_terms\": 1.2009480405455908, \"additive_terms_lower\": 1.2009480405455908, \"additive_terms_upper\": 1.2009480405455908, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.09501856849558324, \"yearly_lower\": -0.09501856849558324, \"yearly_upper\": -0.09501856849558324, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.169922084418711, \"label\": \"Forecast\"}, {\"ds\": \"1938-05-01T00:00:00\", \"trend\": 0.9669988236256639, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7070836885668084, \"yhat_upper\": 5.726795792253142, \"trend_lower\": 0.9669988236256639, 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0.0, \"yhat\": 2.11460186983724, \"label\": \"Forecast\"}, {\"ds\": \"1938-05-22T00:00:00\", \"trend\": 0.9610960025299596, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5922231170992447, \"yhat_upper\": 5.671982413436949, \"trend_lower\": 0.9610960025299596, \"trend_upper\": 0.9610960025299596, \"additive_terms\": 0.8372220963528043, \"additive_terms_lower\": 0.8372220963528043, \"additive_terms_upper\": 0.8372220963528043, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.4587445126883697, \"yearly_lower\": -0.4587445126883697, \"yearly_upper\": -0.4587445126883697, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7983180988827638, \"label\": \"Forecast\"}, {\"ds\": \"1938-05-29T00:00:00\", \"trend\": 0.9591359871557893, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.25046480401309, \"yhat_upper\": 4.983408684636638, \"trend_lower\": 0.9591359871557893, \"trend_upper\": 0.9591359871557893, \"additive_terms\": 0.31466373746488996, \"additive_terms_lower\": 0.31466373746488996, \"additive_terms_upper\": 0.31466373746488996, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.9813028715762839, \"yearly_lower\": -0.9813028715762839, \"yearly_upper\": -0.9813028715762839, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.2737997246206794, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-05T00:00:00\", \"trend\": 0.9571797568501256, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.975345000285248, \"yhat_upper\": 4.440812499887121, \"trend_lower\": 0.9571797568501256, \"trend_upper\": 0.9571797568501256, \"additive_terms\": -0.08934737297810133, \"additive_terms_lower\": -0.08934737297810133, \"additive_terms_upper\": -0.08934737297810133, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3853139820192752, \"yearly_lower\": -1.3853139820192752, \"yearly_upper\": -1.3853139820192752, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8678323838720242, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-12T00:00:00\", \"trend\": 0.9552273051678974, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.9383435283006922, \"yhat_upper\": 4.71918699680992, \"trend_lower\": 0.9552273051678974, \"trend_upper\": 0.9552273051678974, \"additive_terms\": -0.048461655647623586, \"additive_terms_lower\": -0.048461655647623586, \"additive_terms_upper\": -0.048461655647623586, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3444282646887975, \"yearly_lower\": -1.3444282646887975, \"yearly_upper\": -1.3444282646887975, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.9067656495202738, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-19T00:00:00\", \"trend\": 0.9532786256714766, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.2526159474447622, \"yhat_upper\": 5.233562268954122, \"trend_lower\": 0.9532786256714766, \"trend_upper\": 0.9532786256714766, \"additive_terms\": 0.4287103430198418, \"additive_terms_lower\": 0.4287103430198418, \"additive_terms_upper\": 0.4287103430198418, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8672562660213321, \"yearly_lower\": -0.8672562660213321, \"yearly_upper\": -0.8672562660213321, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.3819889686913185, \"label\": \"Forecast\"}, {\"ds\": \"1938-06-26T00:00:00\", \"trend\": 0.9513337119306791, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.765912219260453, \"yhat_upper\": 5.950501609569307, \"trend_lower\": 0.9513337119306791, \"trend_upper\": 0.9513337119306791, \"additive_terms\": 0.9875352783178162, \"additive_terms_lower\": 0.9875352783178162, \"additive_terms_upper\": 0.9875352783178162, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.3084313307233578, \"yearly_lower\": -0.3084313307233578, \"yearly_upper\": -0.3084313307233578, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.9388689902484952, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-03T00:00:00\", \"trend\": 0.9493925575227743, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.5176640475883196, \"yhat_upper\": 6.045833915424897, \"trend_lower\": 0.9493925575227743, \"trend_upper\": 0.9493925575227743, \"additive_terms\": 1.255414774669967, \"additive_terms_lower\": 1.255414774669967, \"additive_terms_upper\": 1.255414774669967, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.040551834371206644, \"yearly_lower\": -0.040551834371206644, \"yearly_upper\": -0.040551834371206644, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.2048073321927415, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-10T00:00:00\", \"trend\": 0.9474551560324935, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.618597993365047, \"yhat_upper\": 6.005430228119599, \"trend_lower\": 0.9474551560324935, \"trend_upper\": 0.9474551560324935, \"additive_terms\": 1.1466094485169607, \"additive_terms_lower\": 1.1466094485169607, \"additive_terms_upper\": 1.1466094485169607, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.1493571605242132, \"yearly_lower\": -0.1493571605242132, \"yearly_upper\": -0.1493571605242132, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.0940646045494544, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-17T00:00:00\", \"trend\": 0.9455215010520315, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7640872623052042, \"yhat_upper\": 5.692821411243576, \"trend_lower\": 0.9455215010520315, \"trend_upper\": 0.9455215010520315, \"additive_terms\": 0.8394417399945009, \"additive_terms_lower\": 0.8394417399945009, \"additive_terms_upper\": 0.8394417399945009, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.456524869046673, \"yearly_lower\": -0.456524869046673, \"yearly_upper\": -0.456524869046673, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.7849632410465324, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-24T00:00:00\", \"trend\": 0.9435915861810572, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3155811042000662, \"yhat_upper\": 5.263349153862501, \"trend_lower\": 0.9435915861810572, \"trend_upper\": 0.9435915861810572, \"additive_terms\": 0.5228988554064748, \"additive_terms_lower\": 0.5228988554064748, \"additive_terms_upper\": 0.5228988554064748, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.7730677536346992, \"yearly_lower\": -0.7730677536346992, \"yearly_upper\": -0.7730677536346992, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.4664904415875322, \"label\": \"Forecast\"}, {\"ds\": \"1938-07-31T00:00:00\", \"trend\": 0.941665405026718, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.5650516685663307, \"yhat_upper\": 4.890928881758617, \"trend_lower\": 0.941665405026718, \"trend_upper\": 0.941665405026718, \"additive_terms\": 0.24808277471648563, \"additive_terms_lower\": 0.24808277471648563, \"additive_terms_upper\": 0.24808277471648563, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.0478838343246883, \"yearly_lower\": -1.0478838343246883, \"yearly_upper\": -1.0478838343246883, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.1897481797432037, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-07T00:00:00\", \"trend\": 0.9397429512036451, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -3.0511297906231243, \"yhat_upper\": 4.419814998491053, \"trend_lower\": 0.9397429512036451, \"trend_upper\": 0.9397429512036451, \"additive_terms\": 0.02145807991882024, \"additive_terms_lower\": 0.02145807991882024, \"additive_terms_upper\": 0.02145807991882024, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.2745085291223537, \"yearly_lower\": -1.2745085291223537, \"yearly_upper\": -1.2745085291223537, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.9612010311224654, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-14T00:00:00\", \"trend\": 0.9378242183339622, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.790614397389009, \"yhat_upper\": 4.454624462566046, \"trend_lower\": 0.9378242183339622, \"trend_upper\": 0.9378242183339622, \"additive_terms\": -0.06626294180494743, \"additive_terms_lower\": -0.06626294180494743, \"additive_terms_upper\": -0.06626294180494743, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.3622295508461215, \"yearly_lower\": -1.3622295508461215, \"yearly_upper\": -1.3622295508461215, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 0.8715612765290148, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-21T00:00:00\", \"trend\": 0.9359092000472894, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.5303525784149192, \"yhat_upper\": 4.856618593613561, \"trend_lower\": 0.9359092000472894, \"trend_upper\": 0.9359092000472894, \"additive_terms\": 0.09129525298489741, \"additive_terms_lower\": 0.09129525298489741, \"additive_terms_upper\": 0.09129525298489741, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -1.2046713560562765, \"yearly_lower\": -1.2046713560562765, \"yearly_upper\": -1.2046713560562765, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.0272044530321869, \"label\": \"Forecast\"}, {\"ds\": \"1938-08-28T00:00:00\", \"trend\": 0.933997889980749, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.479901058035668, \"yhat_upper\": 5.141546420156929, \"trend_lower\": 0.933997889980749, \"trend_upper\": 0.933997889980749, \"additive_terms\": 0.42991738320588035, \"additive_terms_lower\": 0.42991738320588035, \"additive_terms_upper\": 0.42991738320588035, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.8660492258352935, \"yearly_lower\": -0.8660492258352935, \"yearly_upper\": -0.8660492258352935, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.3639152731866293, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-04T00:00:00\", \"trend\": 0.932090281778973, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.068322638553026, \"yhat_upper\": 5.340862578995813, \"trend_lower\": 0.932090281778973, \"trend_upper\": 0.932090281778973, \"additive_terms\": 0.7040484757787747, \"additive_terms_lower\": 0.7040484757787747, \"additive_terms_upper\": 0.7040484757787747, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5919181332623993, \"yearly_lower\": -0.5919181332623993, \"yearly_upper\": -0.5919181332623993, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6361387575577477, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-11T00:00:00\", \"trend\": 0.9301863690941079, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.3255333734852264, \"yhat_upper\": 5.3762909675963915, \"trend_lower\": 0.9301863690941079, \"trend_upper\": 0.9301863690941079, \"additive_terms\": 0.7430831480996822, \"additive_terms_lower\": 0.7430831480996822, \"additive_terms_upper\": 0.7430831480996822, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.5528834609414917, \"yearly_lower\": -0.5528834609414917, \"yearly_upper\": -0.5528834609414917, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.6732695171937901, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-18T00:00:00\", \"trend\": 0.9282861455858188, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -2.2976373100519702, \"yhat_upper\": 5.2209258415594935, \"trend_lower\": 0.9282861455858188, \"trend_upper\": 0.9282861455858188, \"additive_terms\": 0.6915434523903752, \"additive_terms_lower\": 0.6915434523903752, \"additive_terms_upper\": 0.6915434523903752, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.6044231566507987, \"yearly_lower\": -0.6044231566507987, \"yearly_upper\": -0.6044231566507987, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.619829597976194, \"label\": \"Forecast\"}, {\"ds\": \"1938-09-25T00:00:00\", \"trend\": 0.9263896049212983, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.7450942607559101, \"yhat_upper\": 5.684403187867423, \"trend_lower\": 0.9263896049212983, \"trend_upper\": 0.9263896049212983, \"additive_terms\": 0.9053327398556316, \"additive_terms_lower\": 0.9053327398556316, \"additive_terms_upper\": 0.9053327398556316, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": -0.39063386918554244, \"yearly_lower\": -0.39063386918554244, \"yearly_upper\": -0.39063386918554244, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 1.8317223447769297, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-02T00:00:00\", \"trend\": 0.9244967407752701, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -1.4122945820664026, \"yhat_upper\": 6.555901640666417, \"trend_lower\": 0.9244967407752701, \"trend_upper\": 0.9244967407752701, \"additive_terms\": 1.5667060231492287, \"additive_terms_lower\": 1.5667060231492287, \"additive_terms_upper\": 1.5667060231492287, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 0.270739414108055, \"yearly_lower\": 0.270739414108055, \"yearly_upper\": 0.270739414108055, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 2.4912027639244987, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-09T00:00:00\", \"trend\": 0.9226075468299935, \"cap\": 19, \"floor\": 0, \"yhat_lower\": -0.31350025932671327, \"yhat_upper\": 7.300006234154828, \"trend_lower\": 0.9226075468299935, \"trend_upper\": 0.9226075468299935, \"additive_terms\": 2.4438721680163047, \"additive_terms_lower\": 2.4438721680163047, \"additive_terms_upper\": 2.4438721680163047, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.147905558975131, \"yearly_lower\": 1.147905558975131, \"yearly_upper\": 1.147905558975131, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 3.366479714846298, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-16T00:00:00\", \"trend\": 0.9207220167752705, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.32200838152658856, \"yhat_upper\": 7.849845496941763, \"trend_lower\": 0.9207220167752705, \"trend_upper\": 0.9207220167752705, \"additive_terms\": 3.0901307419427875, \"additive_terms_lower\": 3.0901307419427875, \"additive_terms_upper\": 3.0901307419427875, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.7941641329016136, \"yearly_lower\": 1.7941641329016136, \"yearly_upper\": 1.7941641329016136, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.010852758718058, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-23T00:00:00\", \"trend\": 0.9188401443084515, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.2592372111272023, \"yhat_upper\": 7.690168492004239, \"trend_lower\": 0.9188401443084515, \"trend_upper\": 0.9188401443084515, \"additive_terms\": 3.278360261615548, \"additive_terms_lower\": 3.278360261615548, \"additive_terms_upper\": 3.278360261615548, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9823936525743744, \"yearly_lower\": 1.9823936525743744, \"yearly_upper\": 1.9823936525743744, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.197200405924, \"label\": \"Forecast\"}, {\"ds\": \"1938-10-30T00:00:00\", \"trend\": 0.916961923134437, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.38822330524207443, \"yhat_upper\": 7.880091089216031, \"trend_lower\": 0.916961923134437, \"trend_upper\": 0.916961923134437, \"additive_terms\": 3.1891757616981855, \"additive_terms_lower\": 3.1891757616981855, \"additive_terms_upper\": 3.1891757616981855, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8932091526570118, \"yearly_lower\": 1.8932091526570118, \"yearly_upper\": 1.8932091526570118, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.106137684832623, \"label\": \"Forecast\"}, {\"ds\": \"1938-11-06T00:00:00\", \"trend\": 0.9150873469656876, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.7390724250210179, \"yhat_upper\": 8.008441754339716, \"trend_lower\": 0.9150873469656876, \"trend_upper\": 0.9150873469656876, \"additive_terms\": 3.1529375710762033, \"additive_terms_lower\": 3.1529375710762033, \"additive_terms_upper\": 3.1529375710762033, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.8569709620350294, \"yearly_lower\": 1.8569709620350294, \"yearly_upper\": 1.8569709620350294, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.068024918041891, \"label\": \"Forecast\"}, {\"ds\": \"1938-11-13T00:00:00\", \"trend\": 0.9132164095222254, \"cap\": 19, \"floor\": 0, \"yhat_lower\": 0.3944023850655092, \"yhat_upper\": 7.868673576295579, \"trend_lower\": 0.9132164095222254, \"trend_upper\": 0.9132164095222254, \"additive_terms\": 3.255590253726256, \"additive_terms_lower\": 3.255590253726256, \"additive_terms_upper\": 3.255590253726256, \"weekly\": 1.295966609041174, \"weekly_lower\": 1.295966609041174, \"weekly_upper\": 1.295966609041174, \"yearly\": 1.9596236446850819, \"yearly_lower\": 1.9596236446850819, \"yearly_upper\": 1.9596236446850819, \"multiplicative_terms\": 0.0, \"multiplicative_terms_lower\": 0.0, \"multiplicative_terms_upper\": 0.0, \"yhat\": 4.168806663248482, \"label\": \"Forecast\"}], \"data-57c99e42e331a2944b50fe1766440cd1\": [{\"x1\": \"1928-01-01T00:00:00\", \"x2\": \"1928-02-29T00:00:00\"}], \"data-6b3ba286b783ae0dbc33fef06739ee73\": [{\"x1\": \"1930-01-03T00:00:00\", \"x2\": \"1930-06-01T00:00:00\"}], \"data-c7b574df7a316e0661660d72f73761d6\": [{\"x1\": \"1930-08-01T00:00:00\", \"x2\": \"1930-12-31T00:00:00\"}], \"data-ac34aa1cf47bfb1f371e8be9799cb7d6\": [{\"x1\": \"1931-02-17T00:00:00\", \"x2\": \"1932-09-25T00:00:00\"}], \"data-01cd52bf81c00a6bbba8d7b7c05068ae\": [{\"x1\": \"1937-01-01T00:00:00\", \"x2\": \"1938-02-16T00:00:00\"}], \"data-95416cb4c3eb2a49949563fe2779ad43\": [{\"x1\": \"1938-05-06T00:00:00\", \"x2\": \"1938-10-20T00:00:00\"}]}}, {\"mode\": \"vega-lite\"});\n",
       "</script>"
      ],
      "text/plain": [
       "alt.LayerChart(...)"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "chart_height = 275\n",
    "gap_areas = plot_gap_areas(logbook_gaps, chart_height, newmember_subscriptions_by_week, include_line=False)\n",
    "plot_newsubs_weekly_forecast(lognewsub_weeks_fcst, gap_areas, logbook_gaps, chart_height, post1932_date, newmember_subscriptions_by_week, show_model=True, separate_model_decades=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "opmgKt02zIqz"
   },
   "source": [
    "## Simpler missing member estimate\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To give us a comparison for Prophet, we will also use a simpler method to estimate the number of missing members. We will use the average number of new members per month from the logbooks to estimate the number of missing members. This is a simpler method than Prophet, but it will give us a comparison to see how well Prophet is able to predict the number of missing members."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "Psm89dtuzLQO",
    "outputId": "f3da809a-d5ee-4290-f7a4-a9c108104af6"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "total accounts: 5139\n",
      "total accounts from logbooks: 4604:\n",
      "total logbook events: 11601\n",
      "new member per logbook event: 0.40\n",
      "est total members from logbooks: 5538.21 (upper 6040.24, lower 4904.42)\n",
      "est missing accounts: 399.00 (upper 901.00, lower -234.00)\n",
      "percent covered: 92.79 (upper 85.08, lower 104.78)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# We start by getting the total number of unique member URIs in 'events_df' and 'logbook_events_df'.\n",
    "# This gives us the total number of accounts and the total number of accounts from logbooks.\n",
    "total_accounts = len(events_df.member_uris.unique())\n",
    "total_logbook_accounts = len(logbook_events_df.member_uris.unique())\n",
    "\n",
    "# We also get the total number of logbook events.\n",
    "total_logbook_events = logbook_events_df.shape[0]\n",
    "\n",
    "# We calculate the average number of new accounts per logbook event.\n",
    "n_accounts_per_logbook_event = total_logbook_accounts / total_logbook_events\n",
    "\n",
    "# We estimate the total number of logbook events based on external data.\n",
    "# The estimates are provided as a range with an upper and lower bound.\n",
    "est_total_logbook_events = 13955\n",
    "est_total_logbook_events_upper = 15220\n",
    "est_total_logbook_events_lower = 12358\n",
    "\n",
    "# We estimate the total number of accounts from logbooks by multiplying the estimated total number of logbook events\n",
    "# by the average number of new accounts per logbook event.\n",
    "est_logbook_accounts = est_total_logbook_events * n_accounts_per_logbook_event\n",
    "est_logbook_accounts_upper = est_total_logbook_events_upper * n_accounts_per_logbook_event\n",
    "est_logbook_accounts_lower = est_total_logbook_events_lower * n_accounts_per_logbook_event\n",
    "\n",
    "# We calculate the estimated number of missing accounts by subtracting the total number of accounts\n",
    "# from the estimated total number of accounts from logbooks.\n",
    "n_missing_accounts = int(est_logbook_accounts - total_accounts)\n",
    "n_missing_accounts_upper = int(est_logbook_accounts_upper - total_accounts)\n",
    "n_missing_accounts_lower = int(est_logbook_accounts_lower - total_accounts)\n",
    "\n",
    "# We calculate the percentage of surviving accounts by dividing the total number of accounts\n",
    "# by the estimated total number of accounts from logbooks.\n",
    "percent_surviving_accounts = (total_accounts / est_logbook_accounts) * 100\n",
    "percent_surviving_accounts_upper = (total_accounts / est_logbook_accounts_upper) * 100\n",
    "percent_surviving_accounts_lower = (total_accounts / est_logbook_accounts_lower) * 100\n",
    "\n",
    "# We print the results.\n",
    "print(\"\"\"\n",
    "total accounts: %d\n",
    "total accounts from logbooks: %d:\n",
    "total logbook events: %d\n",
    "new member per logbook event: %.2f\n",
    "est total members from logbooks: %.2f (upper %.2f, lower %.2f)\n",
    "est missing accounts: %.2f (upper %.2f, lower %.2f)\n",
    "percent covered: %.2f (upper %.2f, lower %.2f)\n",
    "\"\"\" % (\n",
    "    total_accounts,\n",
    "    total_logbook_accounts,\n",
    "    total_logbook_events,\n",
    "    n_accounts_per_logbook_event,\n",
    "    est_logbook_accounts, est_logbook_accounts_upper, est_logbook_accounts_lower,\n",
    "    n_missing_accounts, n_missing_accounts_upper, n_missing_accounts_lower,\n",
    "    percent_surviving_accounts, percent_surviving_accounts_upper, percent_surviving_accounts_lower\n",
    "))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "Z1RS94XeMyrz",
    "outputId": "c5a0a1f6-f3d3-49ae-e58b-5214baf6611b"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "  ** counting by unique name instead of member id**\n",
      "  total accounts: 4720\n",
      "  total accounts from logbooks: 4200:\n",
      "  total logbook events: 11601\n",
      "  new member per logbook event: 0.36\n",
      "  est total members from logbooks: 5052.24 (upper 5510.21, lower 4474.06)\n",
      "  est missing accounts: 332.00 (upper 790.00, lower -245.00)\n",
      "  percent covered: 93.42 (upper 85.66, lower 105.50)\n",
      "  \n"
     ]
    }
   ],
   "source": [
    "def simple_missing_member_est_collapsed():\n",
    "  # We start by grouping the events by member names instead of member IDs.\n",
    "  # This gives us the total number of unique accounts and the total number of unique accounts from logbooks.\n",
    "  total_accounts = len(events_df.member_names.unique())\n",
    "  total_logbook_accounts = len(logbook_events_df.member_names.unique())\n",
    "\n",
    "  # We also get the total number of logbook events.\n",
    "  total_logbook_events = logbook_events_df.shape[0]\n",
    "\n",
    "  # We calculate the average number of new accounts per logbook event.\n",
    "  n_accounts_per_logbook_event = total_logbook_accounts / total_logbook_events\n",
    "\n",
    "  # We estimate the total number of logbook events based on external data.\n",
    "  # The estimates are provided as a range with an upper and lower bound.\n",
    "  est_total_logbook_events = 13955\n",
    "  est_total_logbook_events_upper = 15220\n",
    "  est_total_logbook_events_lower = 12358\n",
    "\n",
    "  # We estimate the total number of accounts from logbooks by multiplying the estimated total number of logbook events\n",
    "  # by the average number of new accounts per logbook event.\n",
    "  est_logbook_accounts = est_total_logbook_events * n_accounts_per_logbook_event\n",
    "  est_logbook_accounts_upper = est_total_logbook_events_upper * n_accounts_per_logbook_event\n",
    "  est_logbook_accounts_lower = est_total_logbook_events_lower * n_accounts_per_logbook_event\n",
    "\n",
    "  # We calculate the estimated number of missing accounts by subtracting the total number of accounts\n",
    "  # from the estimated total number of accounts from logbooks.\n",
    "  n_missing_accounts = int(est_logbook_accounts - total_accounts)\n",
    "  n_missing_accounts_upper = int(est_logbook_accounts_upper - total_accounts)\n",
    "  n_missing_accounts_lower = int(est_logbook_accounts_lower - total_accounts)\n",
    "\n",
    "  # We calculate the percentage of surviving accounts by dividing the total number of accounts\n",
    "  # by the estimated total number of accounts from logbooks.\n",
    "  percent_surviving_accounts = (total_accounts / est_logbook_accounts) * 100\n",
    "  percent_surviving_accounts_upper = (total_accounts / est_logbook_accounts_upper) * 100\n",
    "  percent_surviving_accounts_lower = (total_accounts / est_logbook_accounts_lower) * 100\n",
    "\n",
    "  # We print the results.\n",
    "  print(\"\"\"\n",
    "  ** counting by unique name instead of member id**\n",
    "  total accounts: %d\n",
    "  total accounts from logbooks: %d:\n",
    "  total logbook events: %d\n",
    "  new member per logbook event: %.2f\n",
    "  est total members from logbooks: %.2f (upper %.2f, lower %.2f)\n",
    "  est missing accounts: %.2f (upper %.2f, lower %.2f)\n",
    "  percent covered: %.2f (upper %.2f, lower %.2f)\n",
    "  \"\"\" % (\n",
    "      total_accounts,\n",
    "      total_logbook_accounts,\n",
    "      total_logbook_events,\n",
    "      n_accounts_per_logbook_event,\n",
    "      # est total members\n",
    "      est_logbook_accounts, est_logbook_accounts_upper, est_logbook_accounts_lower,\n",
    "      n_missing_accounts, n_missing_accounts_upper, n_missing_accounts_lower,\n",
    "      percent_surviving_accounts, percent_surviving_accounts_upper, percent_surviving_accounts_lower\n",
    "  ))\n",
    "\n",
    "simple_missing_member_est_collapsed()"
   ]
  }
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